dataset okcupid
Kailen Roa
2023-06-16
R Dashboard
Convert the Excel file into a dataset table in R and clean data ##Column definitions
## General cleaning
cupid <- read.csv("okcupid_profiles.csv", na.strings = c("", "NA", "NULL")) %>%
select( `age`: `speaks`) %>%
mutate(user_id= 28000 + row_number(),
user_id= as.integer(user_id),
last_online= as.character (last_online))%>%
mutate(speaks = str_replace_all(speaks, "\\(.*?\\)", ""),
income = ifelse(income == -1, NA, income),
last_online = parse_date_time(last_online, "Y-m-d-H-M", tz="US/Pacific")) %>%
select(user_id, everything()) %>%
rename(`height_in(inch)`= height) %>%
mutate(sex = ifelse(sex == "m", "male",
ifelse(sex == "f", "female", NA))) %>%
separate(education, into = c('education', 'c2'), sep=" ") %>%
separate(sign, into = c('sign', 'c2'), sep=" ") %>%
separate(religion, into= c ('religion', 'c2'), sep=" ") %>%
select(-c2) %>%
separate(job, into = c('job', 'industry'), sep= "/") %>%
separate(location, into = c('city', 'state'), sep=",") ## Warning: Expected 2 pieces. Additional pieces discarded in 51949 rows [1, 2, 3,
## 4, 5, 6, 7, 8, 9, 10, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, ...].## Warning: Expected 2 pieces. Missing pieces filled with `NA` in 801 rows [46, 87,
## 138, 144, 148, 150, 200, 302, 490, 541, 585, 593, 609, 656, 662, 724, 728, 752,
## 849, 850, ...].## Warning: Expected 2 pieces. Additional pieces discarded in 36766 rows [3, 9, 10,
## 12, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 30, 35, 37, 38, ...].## Warning: Expected 2 pieces. Missing pieces filled with `NA` in 12124 rows [1, 2,
## 4, 5, 6, 7, 8, 11, 13, 15, 21, 31, 33, 34, 39, 42, 46, 48, 51, 52, ...].## Warning: Expected 2 pieces. Additional pieces discarded in 27939 rows [1, 2, 9,
## 10, 12, 14, 16, 20, 22, 23, 24, 27, 28, 29, 30, 35, 37, 43, 44, 46, ...].## Warning: Expected 2 pieces. Missing pieces filled with `NA` in 11781 rows [6, 8,
## 13, 15, 19, 21, 25, 31, 32, 33, 41, 42, 45, 53, 55, 58, 59, 61, 77, 81, ...].## Warning: Expected 2 pieces. Additional pieces discarded in 20653 rows [5, 6, 8,
## 12, 14, 18, 20, 21, 25, 32, 33, 36, 37, 40, 41, 43, 48, 49, 50, 51, ...].## Warning: Expected 2 pieces. Missing pieces filled with `NA` in 14000 rows [1, 4,
## 10, 15, 22, 28, 30, 31, 38, 45, 57, 59, 62, 63, 68, 70, 76, 78, 98, 105, ...].## Warning: Expected 2 pieces. Additional pieces discarded in 1 rows [42439].cupid ## user_id age status sex orientation body_type
## 1 28001 22 single male straight a little extra
## 2 28002 35 single male straight average
## 3 28003 38 available male straight thin
## 4 28004 23 single male straight thin
## 5 28005 29 single male straight athletic
## 6 28006 29 single male straight average
## 7 28007 32 single female straight fit
## 8 28008 31 single female straight average
## 9 28009 24 single female straight <NA>
## 10 28010 37 single male straight athletic
## 11 28011 35 available male straight average
## 12 28012 28 seeing someone male straight average
## 13 28013 24 single male straight <NA>
## 14 28014 30 single female straight skinny
## 15 28015 29 single female straight thin
## 16 28016 39 single female straight fit
## 17 28017 33 single male straight fit
## 18 28018 26 single female straight average
## 19 28019 31 single male straight average
## 20 28020 33 single male straight athletic
## 21 28021 27 single female straight average
## 22 28022 22 single female straight athletic
## 23 28023 30 single male straight fit
## 24 28024 30 single male straight thin
## 25 28025 33 single male straight thin
## 26 28026 28 single male straight fit
## 27 28027 22 single male straight fit
## 28 28028 22 single male straight average
## 29 28029 30 single male straight fit
## 30 28030 32 single male straight fit
## 31 28031 27 single female straight average
## 32 28032 27 single male straight athletic
## 33 28033 38 single female straight average
## 34 28034 20 single female straight average
## 35 28035 27 single male straight thin
## 36 28036 26 single male straight athletic
## 37 28037 32 single male straight athletic
## 38 28038 25 single male bisexual fit
## 39 28039 27 single female straight curvy
## 40 28040 35 single male straight fit
## 41 28041 30 single male straight average
## 42 28042 35 single male straight athletic
## 43 28043 30 single male straight average
## 44 28044 40 single male straight fit
## 45 28045 29 single female bisexual curvy
## 46 28046 27 single male straight average
## 47 28047 27 single male straight athletic
## 48 28048 28 single male straight average
## 49 28049 31 single female bisexual thin
## 50 28050 26 single female straight athletic
## 51 28051 33 single female gay fit
## 52 28052 38 single female gay athletic
## 53 28053 31 single male straight average
## 54 28054 36 single male straight athletic
## 55 28055 33 single male straight fit
## 56 28056 33 single male gay athletic
## 57 28057 26 single male straight fit
## 58 28058 21 single male straight thin
## 59 28059 22 single male straight fit
## 60 28060 31 single male straight average
## 61 28061 31 seeing someone male straight fit
## 62 28062 35 single male straight thin
## 63 28063 31 single male straight thin
## 64 28064 28 single female straight curvy
## 65 28065 28 single male straight athletic
## 66 28066 29 single male straight fit
## 67 28067 22 single male straight athletic
## 68 28068 30 single female straight thin
## 69 28069 31 single female bisexual average
## 70 28070 29 single male gay thin
## 71 28071 25 single female straight <NA>
## 72 28072 33 single female straight athletic
## 73 28073 35 single male straight athletic
## 74 28074 31 single female straight curvy
## 75 28075 28 single male straight fit
## 76 28076 29 available female bisexual curvy
## 77 28077 26 single male straight fit
## 78 28078 25 seeing someone female bisexual curvy
## 79 28079 34 single female straight curvy
## 80 28080 21 single male straight fit
## 81 28081 28 single female straight thin
## 82 28082 31 single male gay average
## 83 28083 34 single male straight fit
## 84 28084 32 single female gay average
## 85 28085 30 single male straight athletic
## 86 28086 28 single male straight average
## 87 28087 40 single female straight fit
## 88 28088 27 single female straight a little extra
## 89 28089 43 single male straight a little extra
## 90 28090 37 single female straight average
## 91 28091 24 single male straight average
## 92 28092 29 single male straight <NA>
## 93 28093 29 available female straight a little extra
## 94 28094 28 single male straight fit
## 95 28095 29 single male straight fit
## 96 28096 25 single male straight athletic
## 97 28097 34 single male straight skinny
## 98 28098 39 single male straight fit
## 99 28099 31 single female straight curvy
## 100 28100 46 single male straight average
## 101 28101 38 single male straight thin
## 102 28102 30 single male straight fit
## 103 28103 41 single male straight athletic
## 104 28104 39 single male straight athletic
## 105 28105 31 single female straight thin
## 106 28106 42 single female straight fit
## 107 28107 45 single female straight fit
## 108 28108 21 single male straight athletic
## 109 28109 28 single female straight <NA>
## 110 28110 29 single male straight fit
## 111 28111 36 single male straight average
## 112 28112 28 single male straight athletic
## 113 28113 24 single male straight athletic
## 114 28114 23 single female straight curvy
## 115 28115 36 seeing someone male straight fit
## 116 28116 35 single male straight thin
## 117 28117 18 single male straight <NA>
## 118 28118 55 single male straight athletic
## 119 28119 21 single female straight average
## 120 28120 28 seeing someone female straight thin
## 121 28121 24 single male straight average
## 122 28122 50 single male straight fit
## 123 28123 23 single male straight athletic
## 124 28124 21 single male straight thin
## 125 28125 27 single female bisexual curvy
## 126 28126 27 single male straight fit
## 127 28127 43 single male straight average
## 128 28128 27 available male straight fit
## 129 28129 26 single male straight average
## 130 28130 26 available male straight average
## 131 28131 30 available male straight <NA>
## 132 28132 32 seeing someone female straight curvy
## 133 28133 43 single female bisexual curvy
## 134 28134 39 single female straight average
## 135 28135 22 single male straight athletic
## 136 28136 33 single female straight athletic
## 137 28137 24 single male straight thin
## 138 28138 50 single male straight average
## 139 28139 32 seeing someone male straight average
## 140 28140 23 single male straight athletic
## 141 28141 32 single female straight fit
## 142 28142 59 single male straight fit
## 143 28143 36 single male straight fit
## 144 28144 29 single male straight athletic
## 145 28145 39 single female straight fit
## 146 28146 24 single male straight skinny
## 147 28147 28 single male straight average
## 148 28148 50 single male straight athletic
## 149 28149 32 single female straight fit
## 150 28150 41 single female straight fit
## 151 28151 50 single female straight skinny
## 152 28152 44 single male straight <NA>
## 153 28153 48 single male straight average
## 154 28154 24 available male bisexual skinny
## 155 28155 26 single male straight fit
## 156 28156 29 single female gay thin
## 157 28157 40 single female straight full figured
## 158 28158 29 single female straight average
## 159 28159 54 single female straight full figured
## 160 28160 20 single female straight fit
## 161 28161 51 single female straight average
## 162 28162 33 single female straight average
## 163 28163 28 single male straight <NA>
## 164 28164 37 single female straight athletic
## 165 28165 20 single male straight thin
## 166 28166 30 single male straight <NA>
## 167 28167 36 single male straight fit
## 168 28168 26 single female gay curvy
## 169 28169 26 single female straight fit
## 170 28170 33 single female straight thin
## 171 28171 20 seeing someone female straight average
## 172 28172 31 single male straight fit
## 173 28173 62 single male straight fit
## 174 28174 33 single female straight fit
## 175 28175 22 single male straight a little extra
## 176 28176 46 single male gay fit
## 177 28177 27 single male straight athletic
## 178 28178 29 single male straight a little extra
## 179 28179 36 single female straight average
## 180 28180 25 single male straight a little extra
## 181 28181 32 single male gay fit
## 182 28182 21 single female straight fit
## 183 28183 27 single female straight curvy
## 184 28184 38 available male straight jacked
## 185 28185 27 single male straight average
## 186 28186 44 single female straight fit
## 187 28187 52 single female straight fit
## 188 28188 33 single female straight athletic
## 189 28189 28 single female straight athletic
## 190 28190 37 single male straight fit
## 191 28191 28 single female straight thin
## 192 28192 32 single male straight average
## 193 28193 29 single female gay full figured
## 194 28194 31 single male straight <NA>
## 195 28195 42 single male straight fit
## 196 28196 32 single female straight a little extra
## 197 28197 28 single male straight athletic
## 198 28198 38 single female straight athletic
## 199 28199 27 single female straight <NA>
## 200 28200 19 single female straight curvy
## 201 28201 27 single female bisexual fit
## 202 28202 28 single male straight fit
## 203 28203 29 seeing someone female straight fit
## 204 28204 31 single female straight fit
## 205 28205 27 single female straight thin
## 206 28206 43 single female straight curvy
## 207 28207 43 single male straight skinny
## 208 28208 24 single female gay fit
## 209 28209 34 single female straight fit
## 210 28210 30 seeing someone female straight thin
## 211 28211 59 single female straight a little extra
## 212 28212 33 single male straight average
## 213 28213 41 single male straight average
## 214 28214 58 single male straight thin
## 215 28215 24 single female straight thin
## 216 28216 39 single male straight average
## 217 28217 33 single male straight athletic
## 218 28218 43 single female straight thin
## 219 28219 29 single male straight average
## 220 28220 28 single female straight average
## 221 28221 21 single male straight a little extra
## 222 28222 35 single female straight fit
## 223 28223 32 single male straight athletic
## 224 28224 42 single female straight athletic
## 225 28225 23 single female straight a little extra
## 226 28226 30 single female straight average
## 227 28227 27 single male gay fit
## 228 28228 41 single female straight athletic
## 229 28229 33 single male straight a little extra
## 230 28230 58 single female straight athletic
## 231 28231 26 single male bisexual <NA>
## 232 28232 50 single female straight thin
## 233 28233 45 single female gay athletic
## 234 28234 66 single female straight fit
## 235 28235 33 seeing someone male straight average
## 236 28236 32 single male straight a little extra
## 237 28237 53 single female bisexual fit
## 238 28238 28 single male straight average
## 239 28239 22 single female straight average
## 240 28240 19 single male straight average
## 241 28241 35 single male straight average
## 242 28242 51 single female straight rather not say
## 243 28243 30 single male straight average
## 244 28244 29 single male straight fit
## 245 28245 32 seeing someone female straight fit
## 246 28246 45 single female straight full figured
## 247 28247 28 single male straight athletic
## 248 28248 36 single female straight average
## 249 28249 40 available male straight a little extra
## 250 28250 34 single female straight average
## 251 28251 24 single female straight full figured
## 252 28252 39 single male straight thin
## 253 28253 33 single female straight athletic
## 254 28254 26 single female straight curvy
## 255 28255 36 single male straight fit
## 256 28256 46 single male straight fit
## 257 28257 21 single male straight average
## 258 28258 63 single female straight thin
## 259 28259 30 single female straight average
## 260 28260 50 single female straight average
## 261 28261 50 single female straight average
## 262 28262 34 available male straight average
## 263 28263 40 single female straight average
## 264 28264 46 single female straight thin
## 265 28265 41 single male straight athletic
## 266 28266 29 single female straight athletic
## 267 28267 53 single female straight average
## 268 28268 39 single male straight fit
## 269 28269 39 single female straight curvy
## 270 28270 24 single female straight <NA>
## 271 28271 26 single male straight athletic
## 272 28272 25 single female bisexual <NA>
## 273 28273 59 single female straight thin
## 274 28274 28 single female straight curvy
## 275 28275 29 single male straight fit
## 276 28276 35 single male straight average
## 277 28277 25 single female straight <NA>
## 278 28278 36 single female straight athletic
## 279 28279 42 single female straight fit
## 280 28280 25 single female straight athletic
## 281 28281 27 single male straight athletic
## 282 28282 45 single female straight average
## 283 28283 37 single male straight fit
## 284 28284 47 single male straight average
## 285 28285 24 single female straight curvy
## 286 28286 53 single female straight a little extra
## 287 28287 26 single female gay <NA>
## 288 28288 49 single female straight average
## 289 28289 24 single female straight average
## 290 28290 19 single male straight athletic
## 291 28291 26 single male straight curvy
## 292 28292 30 single male straight athletic
## 293 28293 26 single male straight athletic
## 294 28294 36 single female straight fit
## 295 28295 24 single male bisexual athletic
## 296 28296 47 single male straight average
## 297 28297 51 single male straight fit
## 298 28298 28 single male straight athletic
## 299 28299 48 available female straight average
## 300 28300 37 single female straight a little extra
## 301 28301 47 single male straight fit
## 302 28302 34 single female bisexual curvy
## 303 28303 37 single female straight fit
## 304 28304 25 single male straight fit
## 305 28305 32 single male straight athletic
## 306 28306 42 single female straight fit
## 307 28307 33 single female straight average
## 308 28308 34 single female straight fit
## 309 28309 42 single male straight average
## 310 28310 29 single male straight fit
## 311 28311 55 single male straight average
## 312 28312 32 single male straight <NA>
## 313 28313 25 single male straight fit
## 314 28314 31 single female straight average
## 315 28315 45 single male gay athletic
## 316 28316 39 single female straight thin
## 317 28317 50 available male straight athletic
## 318 28318 29 single female straight curvy
## 319 28319 50 single female straight average
## 320 28320 43 single female straight thin
## 321 28321 63 single female gay a little extra
## 322 28322 35 single male straight fit
## 323 28323 19 single female straight average
## 324 28324 62 single female straight thin
## 325 28325 44 single female straight fit
## 326 28326 30 single female straight fit
## 327 28327 24 single male straight athletic
## 328 28328 40 single female straight curvy
## 329 28329 63 single female straight average
## 330 28330 45 single male straight athletic
## 331 28331 53 single female straight average
## 332 28332 36 single male straight <NA>
## 333 28333 22 single male straight athletic
## 334 28334 19 single male straight athletic
## 335 28335 32 single female straight <NA>
## 336 28336 61 single female straight average
## 337 28337 20 single female straight <NA>
## 338 28338 34 single female straight athletic
## 339 28339 34 single female straight athletic
## 340 28340 36 single male straight thin
## 341 28341 29 single male straight fit
## 342 28342 30 single male straight athletic
## 343 28343 40 single male straight <NA>
## 344 28344 28 single female straight athletic
## 345 28345 20 single male straight average
## 346 28346 40 single male straight jacked
## 347 28347 43 single female straight fit
## 348 28348 19 single male bisexual a little extra
## 349 28349 60 single male straight athletic
## 350 28350 66 single male straight average
## 351 28351 39 single male straight athletic
## 352 28352 28 single male straight skinny
## 353 28353 34 available male straight fit
## 354 28354 32 single male straight average
## 355 28355 34 single female straight curvy
## 356 28356 29 single female straight fit
## 357 28357 26 single male straight fit
## 358 28358 43 single female straight curvy
## 359 28359 44 single female straight average
## 360 28360 32 single male straight athletic
## 361 28361 37 single female gay curvy
## 362 28362 30 single female straight skinny
## 363 28363 26 single male straight average
## 364 28364 23 single male straight athletic
## 365 28365 31 single male straight athletic
## 366 28366 34 single male straight average
## 367 28367 48 single male straight fit
## 368 28368 35 single male straight skinny
## 369 28369 25 single male straight <NA>
## 370 28370 27 single female straight average
## 371 28371 27 single male straight athletic
## 372 28372 22 single female straight average
## 373 28373 35 single male straight average
## 374 28374 26 single male straight <NA>
## 375 28375 32 single male gay a little extra
## 376 28376 32 single male straight average
## 377 28377 23 single male straight thin
## 378 28378 40 single female gay average
## 379 28379 47 single female straight athletic
## 380 28380 31 single male straight athletic
## 381 28381 30 single male straight athletic
## 382 28382 25 single female straight fit
## 383 28383 33 single male straight thin
## 384 28384 54 single male straight athletic
## 385 28385 30 single male straight athletic
## 386 28386 45 single male straight athletic
## 387 28387 30 available male straight athletic
## 388 28388 49 single male gay athletic
## 389 28389 32 single male straight average
## 390 28390 24 single female straight fit
## 391 28391 57 single male straight athletic
## 392 28392 41 single male straight skinny
## 393 28393 37 single female straight a little extra
## 394 28394 35 single male straight fit
## 395 28395 40 single female straight fit
## 396 28396 50 single female straight fit
## 397 28397 40 single male straight fit
## 398 28398 37 single male straight fit
## 399 28399 60 single male straight fit
## 400 28400 47 single male straight fit
## 401 28401 29 single male straight athletic
## 402 28402 29 single male straight athletic
## 403 28403 22 single female straight jacked
## 404 28404 44 seeing someone male gay <NA>
## 405 28405 57 single female straight average
## 406 28406 43 single female straight curvy
## 407 28407 20 single female straight average
## 408 28408 29 single male gay skinny
## 409 28409 30 single male straight <NA>
## 410 28410 25 single male straight athletic
## 411 28411 39 single male straight fit
## 412 28412 41 single female straight thin
## 413 28413 30 single male straight fit
## 414 28414 23 single male straight fit
## 415 28415 49 single female straight curvy
## 416 28416 59 single male straight average
## 417 28417 39 single male straight athletic
## 418 28418 38 single male straight fit
## 419 28419 59 single female straight fit
## 420 28420 26 single female straight <NA>
## 421 28421 33 single female straight full figured
## 422 28422 46 single male straight <NA>
## 423 28423 36 single male straight average
## 424 28424 40 available female bisexual full figured
## 425 28425 29 single male straight skinny
## 426 28426 30 single female gay thin
## 427 28427 30 single female straight <NA>
## 428 28428 33 seeing someone male straight a little extra
## 429 28429 29 single male straight athletic
## 430 28430 23 single female straight thin
## 431 28431 33 single male straight athletic
## 432 28432 28 single male straight fit
## 433 28433 31 single male bisexual used up
## 434 28434 29 single male bisexual a little extra
## 435 28435 44 single female straight a little extra
## 436 28436 28 single female straight average
## 437 28437 47 single male straight fit
## 438 28438 24 single male straight fit
## 439 28439 28 single male straight athletic
## 440 28440 40 single female straight average
## 441 28441 24 single male straight fit
## 442 28442 20 seeing someone male straight <NA>
## 443 28443 39 single male straight average
## 444 28444 52 single female straight fit
## 445 28445 39 single male straight thin
## 446 28446 33 single male straight thin
## 447 28447 26 single female straight average
## 448 28448 31 single male straight <NA>
## 449 28449 27 single male straight fit
## 450 28450 60 single male straight fit
## 451 28451 52 single female straight thin
## 452 28452 42 single female straight a little extra
## 453 28453 31 single female straight overweight
## 454 28454 38 single male straight athletic
## 455 28455 26 single male straight fit
## 456 28456 32 single female straight fit
## 457 28457 40 available male straight fit
## 458 28458 32 single female straight fit
## 459 28459 31 single female straight fit
## 460 28460 32 single male straight athletic
## 461 28461 22 single female straight average
## 462 28462 37 single male straight fit
## 463 28463 33 single female straight athletic
## 464 28464 44 single male straight average
## 465 28465 18 single male straight athletic
## 466 28466 38 single male gay average
## 467 28467 23 single female straight average
## 468 28468 33 single female straight average
## 469 28469 24 seeing someone female straight fit
## 470 28470 32 single female straight average
## 471 28471 27 single female straight thin
## 472 28472 39 single female straight fit
## 473 28473 47 single female straight fit
## 474 28474 33 single male straight athletic
## 475 28475 38 single male gay athletic
## 476 28476 42 single female straight fit
## 477 28477 42 single male straight fit
## 478 28478 21 single female straight fit
## 479 28479 35 single male straight fit
## 480 28480 38 single female straight fit
## 481 28481 34 single female straight thin
## 482 28482 27 single male straight fit
## 483 28483 29 single male straight thin
## 484 28484 27 single female bisexual curvy
## 485 28485 23 single male bisexual fit
## 486 28486 33 single male straight a little extra
## 487 28487 25 single male straight average
## 488 28488 31 single female straight <NA>
## 489 28489 24 single female straight average
## 490 28490 49 single male straight average
## 491 28491 23 single male straight overweight
## 492 28492 23 single female gay full figured
## 493 28493 22 single female gay <NA>
## 494 28494 48 single male straight fit
## 495 28495 27 single male straight fit
## 496 28496 30 seeing someone male gay <NA>
## 497 28497 59 single male straight fit
## 498 28498 27 single male straight average
## 499 28499 24 single male straight fit
## 500 28500 32 single female straight <NA>
## 501 28501 24 single male straight fit
## 502 28502 32 single male straight used up
## 503 28503 30 available male straight athletic
## 504 28504 40 single female straight curvy
## 505 28505 18 single male straight athletic
## 506 28506 29 single male straight athletic
## 507 28507 32 single female straight athletic
## 508 28508 27 single female straight thin
## 509 28509 56 single female straight curvy
## 510 28510 35 single male straight athletic
## 511 28511 20 single male straight athletic
## 512 28512 30 single male gay fit
## 513 28513 43 single male straight average
## 514 28514 27 single male straight athletic
## 515 28515 30 single male straight average
## 516 28516 58 single male straight <NA>
## 517 28517 31 single male straight athletic
## 518 28518 34 single male straight rather not say
## 519 28519 41 single male straight average
## 520 28520 27 single female straight average
## 521 28521 37 single male straight average
## 522 28522 35 single female straight thin
## 523 28523 26 single male straight fit
## 524 28524 28 single male straight athletic
## 525 28525 32 single male straight average
## 526 28526 38 single female straight athletic
## 527 28527 42 single male straight athletic
## 528 28528 25 single male straight fit
## 529 28529 34 single female straight average
## 530 28530 46 single male straight fit
## 531 28531 31 single male straight average
## 532 28532 26 single female straight curvy
## 533 28533 37 single male straight fit
## 534 28534 28 single female straight athletic
## 535 28535 21 single male straight average
## 536 28536 50 single male straight average
## 537 28537 24 single female straight average
## 538 28538 24 single male gay <NA>
## 539 28539 32 single male straight average
## 540 28540 50 single male straight fit
## 541 28541 33 single female straight skinny
## 542 28542 38 single male straight average
## 543 28543 49 available male straight athletic
## 544 28544 35 single male straight athletic
## 545 28545 20 single female straight curvy
## 546 28546 22 single male straight athletic
## 547 28547 32 single male straight curvy
## 548 28548 25 single male straight skinny
## 549 28549 26 single female straight a little extra
## 550 28550 23 single male straight average
## 551 28551 43 single male straight thin
## 552 28552 28 single male straight athletic
## 553 28553 44 available male bisexual athletic
## 554 28554 22 single male gay thin
## 555 28555 31 single female straight fit
## 556 28556 65 single male gay <NA>
## 557 28557 36 single female straight curvy
## 558 28558 35 single female straight thin
## 559 28559 40 single female straight curvy
## 560 28560 30 single female straight curvy
## 561 28561 26 single male straight thin
## 562 28562 23 single male gay fit
## 563 28563 27 available male straight <NA>
## 564 28564 36 single male straight average
## 565 28565 41 available female bisexual fit
## 566 28566 45 single male straight athletic
## 567 28567 48 single male straight average
## 568 28568 26 single male straight average
## 569 28569 23 single male straight fit
## 570 28570 28 single female gay average
## 571 28571 29 single male straight average
## 572 28572 42 single female straight <NA>
## 573 28573 33 single female straight thin
## 574 28574 52 single male straight a little extra
## 575 28575 25 single male straight athletic
## 576 28576 61 single male straight fit
## 577 28577 28 single male straight average
## 578 28578 35 single male straight average
## 579 28579 34 single male straight fit
## 580 28580 59 single female straight thin
## 581 28581 31 single male straight athletic
## 582 28582 19 single male straight a little extra
## 583 28583 29 single female straight athletic
## 584 28584 55 single female straight curvy
## 585 28585 45 single male straight average
## 586 28586 49 single female straight average
## 587 28587 21 single male straight skinny
## 588 28588 27 single female straight curvy
## 589 28589 24 single female straight <NA>
## 590 28590 25 single female straight skinny
## 591 28591 44 seeing someone female straight thin
## 592 28592 52 single male straight athletic
## 593 28593 30 single female straight fit
## 594 28594 58 single female straight curvy
## 595 28595 33 single female straight average
## 596 28596 44 single female straight fit
## 597 28597 31 single female straight fit
## 598 28598 38 single female straight curvy
## 599 28599 47 single female straight average
## 600 28600 29 single male straight thin
## 601 28601 28 available male bisexual fit
## 602 28602 40 single female gay athletic
## 603 28603 64 single female straight average
## 604 28604 52 single female straight average
## 605 28605 37 single male straight athletic
## 606 28606 33 single female straight curvy
## 607 28607 58 married male straight thin
## 608 28608 43 single male straight athletic
## 609 28609 27 single male straight athletic
## 610 28610 57 single female straight a little extra
## 611 28611 64 single female straight athletic
## 612 28612 41 single male straight full figured
## 613 28613 35 single male straight fit
## 614 28614 26 single male straight average
## 615 28615 52 single male gay a little extra
## 616 28616 45 single female straight curvy
## 617 28617 24 single female straight average
## 618 28618 26 single male straight average
## 619 28619 25 single male straight <NA>
## 620 28620 35 single male straight fit
## 621 28621 25 single female straight fit
## 622 28622 33 single male straight athletic
## 623 28623 41 single male straight average
## 624 28624 26 single female straight skinny
## 625 28625 27 single male straight a little extra
## 626 28626 25 single female straight fit
## 627 28627 39 single female straight athletic
## 628 28628 35 single male straight athletic
## 629 28629 30 single female straight curvy
## 630 28630 21 single male straight athletic
## 631 28631 48 single female straight fit
## 632 28632 25 seeing someone male straight a little extra
## 633 28633 27 single male bisexual athletic
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## 1303 29303 25 single female straight jacked
## 1304 29304 30 seeing someone male straight average
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## 1311 29311 29 married male straight athletic
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## 1313 29313 37 seeing someone male straight average
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## 1332 29332 28 single male straight <NA>
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## 1370 29370 37 single male straight fit
## 1371 29371 22 seeing someone female bisexual full figured
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## 1373 29373 38 single female straight average
## 1374 29374 40 single male straight average
## 1375 29375 39 single female gay used up
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## 1379 29379 28 single female straight <NA>
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## 1385 29385 28 seeing someone female bisexual <NA>
## 1386 29386 29 single female straight athletic
## 1387 29387 23 seeing someone male straight curvy
## 1388 29388 22 single female straight curvy
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## 1407 29407 32 single male straight a little extra
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## 1422 29422 26 single male bisexual athletic
## 1423 29423 30 seeing someone female straight fit
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## 1441 29441 27 single female straight <NA>
## 1442 29442 26 single male gay fit
## 1443 29443 26 single male straight athletic
## 1444 29444 27 seeing someone female straight <NA>
## 1445 29445 25 single female straight fit
## 1446 29446 43 single female gay <NA>
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## 1452 29452 38 single male straight used up
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## 1455 29455 41 single male gay full figured
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## 1457 29457 24 seeing someone male straight athletic
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## 1476 29476 43 single male straight <NA>
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## 1491 29491 32 available male straight average
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## 1494 29494 26 seeing someone female straight <NA>
## 1495 29495 32 single male straight fit
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## 1503 29503 24 seeing someone male straight thin
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## 1517 29517 38 single female straight average
## 1518 29518 37 seeing someone female bisexual fit
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## 1522 29522 35 single male straight average
## 1523 29523 33 married male straight a little extra
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## 1528 29528 27 single male gay average
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## 1530 29530 29 single male straight <NA>
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## 1532 29532 34 seeing someone male straight athletic
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## 1535 29535 32 single male straight average
## 1536 29536 26 single male straight average
## 1537 29537 21 single male straight average
## 1538 29538 32 single male straight average
## 1539 29539 26 single female straight <NA>
## 1540 29540 21 available female straight average
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## 1544 29544 32 single male straight fit
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## 1546 29546 23 single male straight athletic
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## 1553 29553 27 single male straight athletic
## 1554 29554 31 single male straight athletic
## 1555 29555 28 single male straight athletic
## 1556 29556 34 single male straight <NA>
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## 1583 29583 27 single male straight curvy
## 1584 29584 22 single male straight jacked
## 1585 29585 27 single male straight athletic
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## 1587 29587 40 single male straight a little extra
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## 1606 29606 23 single male straight average
## 1607 29607 39 single female straight athletic
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## 1617 29617 25 single female gay thin
## 1618 29618 47 seeing someone male straight <NA>
## 1619 29619 35 single male straight fit
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## 1633 29633 28 single female straight full figured
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## 1637 29637 25 single male straight a little extra
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## 1644 29644 27 single male straight full figured
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## 1651 29651 29 single male gay athletic
## 1652 29652 37 single male straight <NA>
## 1653 29653 27 seeing someone female straight thin
## 1654 29654 25 single female straight thin
## 1655 29655 28 single female bisexual skinny
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## 1682 29682 28 seeing someone female straight average
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## 1701 29701 34 available male gay average
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## 1706 29706 39 single male straight <NA>
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## 1714 29714 41 single female straight <NA>
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## 1718 29718 28 single female gay average
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## 1736 29736 31 seeing someone male straight fit
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## 1741 29741 57 available male straight a little extra
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## 1759 29759 29 single male bisexual average
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## 1820 29820 29 single female straight <NA>
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## 1822 29822 26 seeing someone female straight average
## 1823 29823 31 single male straight fit
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## 1839 29839 28 seeing someone female bisexual <NA>
## 1840 29840 23 single male straight fit
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## 1848 29848 33 single female bisexual fit
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## 1852 29852 20 single female bisexual <NA>
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## 1854 29854 31 available female bisexual curvy
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## 1857 29857 37 single male straight a little extra
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## 1865 29865 25 single male straight <NA>
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## 1867 29867 33 seeing someone female straight fit
## 1868 29868 21 single male straight average
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## 1893 29893 23 single female straight <NA>
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## 1904 29904 22 single female straight <NA>
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## 1906 29906 26 married male straight average
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## 1925 29925 24 single female straight <NA>
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## 1938 29938 25 single male bisexual average
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## 1944 29944 39 single female gay used up
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## 1946 29946 24 seeing someone male straight fit
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## 1955 29955 22 single female straight fit
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## 1960 29960 27 single male gay <NA>
## 1961 29961 60 single female straight thin
## 1962 29962 48 single male straight average
## 1963 29963 27 single male straight average
## 1964 29964 31 single female straight curvy
## 1965 29965 23 single female straight thin
## 1966 29966 40 single female straight athletic
## 1967 29967 23 single male straight athletic
## 1968 29968 37 available female straight curvy
## 1969 29969 22 single female straight average
## 1970 29970 19 single male gay <NA>
## 1971 29971 25 single female straight fit
## 1972 29972 30 single female straight curvy
## 1973 29973 19 single male straight athletic
## 1974 29974 18 single male straight <NA>
## 1975 29975 37 single female straight athletic
## 1976 29976 28 single male straight athletic
## 1977 29977 25 single male straight used up
## 1978 29978 25 single male gay <NA>
## 1979 29979 24 single female straight <NA>
## 1980 29980 25 single male straight average
## 1981 29981 32 single female straight average
## 1982 29982 29 single male straight average
## 1983 29983 22 single female gay <NA>
## 1984 29984 29 single female straight curvy
## 1985 29985 28 single male straight fit
## 1986 29986 23 single male straight average
## 1987 29987 30 single female straight average
## 1988 29988 24 single male straight athletic
## 1989 29989 25 single female straight <NA>
## 1990 29990 42 single female straight average
## 1991 29991 19 single male straight fit
## 1992 29992 18 single female straight average
## 1993 29993 42 single female straight <NA>
## 1994 29994 26 single male straight average
## 1995 29995 26 single male gay skinny
## 1996 29996 23 single female straight skinny
## 1997 29997 31 single male straight athletic
## 1998 29998 30 available female gay fit
## 1999 29999 23 single female straight fit
## 2000 30000 41 single male straight fit
## 2001 30001 56 single male gay a little extra
## 2002 30002 25 seeing someone male straight average
## 2003 30003 49 single male straight a little extra
## 2004 30004 57 single male straight fit
## 2005 30005 25 available female bisexual curvy
## 2006 30006 35 single female gay <NA>
## 2007 30007 26 single male straight <NA>
## 2008 30008 23 single male gay average
## 2009 30009 41 single female straight average
## 2010 30010 52 single female straight <NA>
## 2011 30011 26 single male straight athletic
## 2012 30012 32 single female straight <NA>
## 2013 30013 26 single female straight <NA>
## 2014 30014 48 single male gay a little extra
## 2015 30015 28 single male straight thin
## 2016 30016 22 single female straight average
## 2017 30017 24 single male gay athletic
## 2018 30018 28 single female straight athletic
## 2019 30019 23 single female straight fit
## 2020 30020 28 single female straight average
## 2021 30021 19 single female straight average
## 2022 30022 29 single female straight skinny
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## 2104 30104 32 single female straight <NA>
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## 2144 30144 32 single female straight average
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## 2211 30211 30 single male straight <NA>
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## 2324 30324 39 married male bisexual fit
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## 2400 30400 34 seeing someone male straight <NA>
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## 2412 30412 21 seeing someone female straight average
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## 2428 30428 20 single female straight jacked
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## 2452 30452 27 seeing someone male straight average
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## 2475 30475 21 seeing someone male bisexual <NA>
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## 2883 30883 26 single female straight <NA>
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## 2986 30986 32 available female gay <NA>
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## 3965 31965 35 single female straight athletic
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## 3974 31974 25 single male straight average
## 3975 31975 22 single male straight average
## 3976 31976 23 single male straight fit
## 3977 31977 36 single male straight fit
## 3978 31978 32 seeing someone male straight fit
## 3979 31979 21 seeing someone female straight thin
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## 3994 31994 32 married female bisexual skinny
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## 3997 31997 26 single male gay thin
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## 4005 32005 33 single male straight athletic
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## 4017 32017 28 seeing someone male gay fit
## 4018 32018 30 single male straight fit
## 4019 32019 21 single female gay <NA>
## 4020 32020 29 single female straight fit
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## 4022 32022 31 single male straight rather not say
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## 4024 32024 26 single male straight average
## 4025 32025 41 single female straight athletic
## 4026 32026 32 seeing someone male straight average
## 4027 32027 23 single male straight average
## 4028 32028 23 single female straight curvy
## 4029 32029 25 single male straight fit
## 4030 32030 24 single female straight athletic
## 4031 32031 34 single male straight <NA>
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## 4034 32034 30 single female straight fit
## 4035 32035 23 single female straight average
## 4036 32036 69 single male gay average
## 4037 32037 29 single female straight curvy
## 4038 32038 46 single male straight fit
## 4039 32039 23 single female straight thin
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## 4042 32042 42 single male straight fit
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## 4045 32045 41 single female straight curvy
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## 4048 32048 35 single male straight fit
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## 4051 32051 26 single female straight athletic
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## 4053 32053 24 single male straight average
## 4054 32054 26 single male straight rather not say
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## 4056 32056 29 available male straight <NA>
## 4057 32057 27 single female straight curvy
## 4058 32058 29 single female straight fit
## 4059 32059 30 single female straight full figured
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## 4061 32061 22 single female straight average
## 4062 32062 20 single female straight curvy
## 4063 32063 32 available female bisexual fit
## 4064 32064 20 available female bisexual fit
## 4065 32065 34 single female straight average
## 4066 32066 23 single female straight thin
## 4067 32067 25 single male straight average
## 4068 32068 22 single male straight average
## 4069 32069 25 single male gay thin
## 4070 32070 24 single male straight athletic
## 4071 32071 38 single male straight average
## 4072 32072 39 single male straight fit
## 4073 32073 21 single female straight curvy
## 4074 32074 35 single male gay average
## 4075 32075 23 single female straight thin
## 4076 32076 22 single female straight average
## 4077 32077 23 single female straight athletic
## 4078 32078 40 single female straight a little extra
## 4079 32079 25 single female straight fit
## 4080 32080 31 single female straight fit
## 4081 32081 22 single female straight thin
## 4082 32082 33 single female bisexual average
## 4083 32083 25 single male gay fit
## 4084 32084 32 single female gay athletic
## 4085 32085 36 single male straight athletic
## 4086 32086 37 single female straight average
## 4087 32087 32 single female straight athletic
## 4088 32088 24 single female straight full figured
## 4089 32089 30 available male gay athletic
## 4090 32090 32 single male straight athletic
## 4091 32091 32 single male straight <NA>
## 4092 32092 28 single male gay <NA>
## 4093 32093 24 single male straight athletic
## 4094 32094 22 single male straight athletic
## 4095 32095 48 single male straight average
## 4096 32096 25 available male straight skinny
## 4097 32097 32 married female straight average
## 4098 32098 27 single male straight fit
## 4099 32099 31 single male straight athletic
## 4100 32100 27 single male straight <NA>
## 4101 32101 35 seeing someone female bisexual fit
## 4102 32102 27 single male straight fit
## 4103 32103 20 single male straight average
## 4104 32104 24 single male straight fit
## 4105 32105 31 single male straight a little extra
## 4106 32106 28 single male straight average
## 4107 32107 33 single male straight fit
## 4108 32108 22 single male gay skinny
## 4109 32109 34 single male straight fit
## 4110 32110 27 single female straight curvy
## 4111 32111 30 single male straight average
## 4112 32112 23 single female straight average
## 4113 32113 30 available male straight average
## 4114 32114 39 single male gay average
## 4115 32115 36 single female straight average
## 4116 32116 28 single male straight <NA>
## 4117 32117 25 single female straight average
## 4118 32118 31 seeing someone female straight curvy
## 4119 32119 32 single male straight thin
## 4120 32120 23 single male straight a little extra
## 4121 32121 23 single female straight rather not say
## 4122 32122 26 single male straight average
## 4123 32123 41 single male straight fit
## 4124 32124 23 single male straight average
## 4125 32125 27 single female straight average
## 4126 32126 48 single female straight <NA>
## 4127 32127 21 single male straight average
## 4128 32128 25 single male straight fit
## 4129 32129 23 single male gay average
## 4130 32130 27 single male straight average
## 4131 32131 27 single male straight skinny
## 4132 32132 25 single male straight athletic
## 4133 32133 29 single male straight thin
## 4134 32134 30 single male straight average
## 4135 32135 32 single male straight fit
## 4136 32136 23 single female straight <NA>
## 4137 32137 24 single male gay average
## 4138 32138 28 single female straight fit
## 4139 32139 29 single male straight athletic
## 4140 32140 68 single female straight athletic
## 4141 32141 32 single male straight fit
## 4142 32142 29 single male straight athletic
## 4143 32143 24 single male straight athletic
## 4144 32144 20 single female straight curvy
## 4145 32145 20 single male straight thin
## 4146 32146 23 single female straight curvy
## 4147 32147 23 single female straight curvy
## 4148 32148 19 single female straight curvy
## 4149 32149 43 single male gay average
## 4150 32150 37 single female straight fit
## 4151 32151 29 single male straight average
## 4152 32152 29 single male straight fit
## 4153 32153 41 single female straight curvy
## 4154 32154 26 single male straight average
## 4155 32155 23 single male straight fit
## 4156 32156 37 single male straight fit
## 4157 32157 31 single female straight fit
## 4158 32158 33 single female straight <NA>
## 4159 32159 31 single female straight average
## 4160 32160 57 single female straight average
## 4161 32161 33 single female straight average
## 4162 32162 38 single male straight fit
## 4163 32163 51 available female straight average
## 4164 32164 37 single male straight average
## 4165 32165 37 single male straight fit
## 4166 32166 34 available female straight athletic
## diet drinks drugs education
## 1 strictly anything socially never working
## 2 mostly other often sometimes working
## 3 anything socially <NA> graduated
## 4 vegetarian socially <NA> working
## 5 <NA> socially never graduated
## 6 mostly anything socially <NA> graduated
## 7 strictly anything socially never graduated
## 8 mostly anything socially never graduated
## 9 strictly anything socially <NA> graduated
## 10 mostly anything not at all never working
## 11 mostly anything socially <NA> <NA>
## 12 mostly anything socially never graduated
## 13 <NA> often <NA> <NA>
## 14 mostly anything socially never graduated
## 15 mostly anything socially never working
## 16 strictly anything socially <NA> graduated
## 17 <NA> socially <NA> working
## 18 <NA> socially never working
## 19 mostly vegetarian rarely never graduated
## 20 mostly anything socially never graduated
## 21 mostly anything socially never graduated
## 22 <NA> socially never working
## 23 mostly anything socially never graduated
## 24 strictly vegan not at all never graduated
## 25 strictly anything socially sometimes graduated
## 26 anything rarely never graduated
## 27 mostly anything socially never working
## 28 anything socially never <NA>
## 29 <NA> socially <NA> graduated
## 30 <NA> socially sometimes graduated
## 31 anything socially <NA> working
## 32 anything socially never graduated
## 33 mostly anything socially never graduated
## 34 mostly vegetarian socially never working
## 35 strictly anything socially never graduated
## 36 <NA> <NA> never <NA>
## 37 mostly anything socially never graduated
## 38 mostly anything socially <NA> working
## 39 <NA> socially <NA> <NA>
## 40 <NA> socially <NA> graduated
## 41 <NA> often never graduated
## 42 strictly anything <NA> <NA> graduated
## 43 strictly anything often sometimes graduated
## 44 <NA> socially <NA> graduated
## 45 anything socially sometimes graduated
## 46 mostly anything socially never college/university
## 47 mostly anything socially <NA> graduated
## 48 anything often sometimes <NA>
## 49 strictly anything socially sometimes dropped
## 50 mostly anything socially never graduated
## 51 <NA> often sometimes graduated
## 52 anything socially never graduated
## 53 mostly anything socially <NA> graduated
## 54 <NA> socially <NA> graduated
## 55 mostly anything rarely never graduated
## 56 anything socially never graduated
## 57 anything socially <NA> working
## 58 <NA> socially <NA> working
## 59 <NA> socially sometimes working
## 60 <NA> socially <NA> graduated
## 61 mostly anything socially never working
## 62 mostly vegetarian socially <NA> <NA>
## 63 strictly anything socially sometimes graduated
## 64 mostly vegetarian socially <NA> working
## 65 anything socially never graduated
## 66 mostly vegetarian socially never graduated
## 67 mostly anything rarely never working
## 68 <NA> rarely sometimes working
## 69 strictly anything socially <NA> <NA>
## 70 <NA> socially sometimes working
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## 72 mostly anything socially <NA> graduated
## 73 mostly anything socially sometimes graduated
## 74 mostly anything socially never graduated
## 75 strictly anything <NA> <NA> graduated
## 76 strictly vegetarian socially <NA> graduated
## 77 mostly anything often sometimes working
## 78 <NA> socially never working
## 79 mostly anything socially never graduated
## 80 mostly anything rarely never working
## 81 <NA> often never graduated
## 82 mostly anything socially never graduated
## 83 anything socially never graduated
## 84 <NA> socially never graduated
## 85 <NA> socially never graduated
## 86 <NA> socially <NA> graduated
## 87 anything socially <NA> college/university
## 88 mostly anything often never graduated
## 89 <NA> socially never two-year
## 90 mostly anything socially never graduated
## 91 anything socially never graduated
## 92 <NA> <NA> <NA> graduated
## 93 <NA> <NA> sometimes graduated
## 94 mostly vegetarian socially <NA> graduated
## 95 mostly anything socially sometimes graduated
## 96 mostly anything socially <NA> graduated
## 97 mostly other very often <NA> dropped
## 98 <NA> socially never graduated
## 99 anything socially sometimes graduated
## 100 mostly anything socially never <NA>
## 101 <NA> socially <NA> working
## 102 strictly anything socially never graduated
## 103 mostly anything socially often working
## 104 mostly other socially sometimes <NA>
## 105 anything socially never graduated
## 106 mostly anything socially never graduated
## 107 mostly anything socially never graduated
## 108 mostly anything rarely never working
## 109 <NA> socially never graduated
## 110 strictly anything socially never graduated
## 111 <NA> socially <NA> graduated
## 112 <NA> socially <NA> graduated
## 113 <NA> socially <NA> <NA>
## 114 mostly anything rarely never working
## 115 strictly anything often sometimes graduated
## 116 <NA> socially never <NA>
## 117 <NA> <NA> never <NA>
## 118 <NA> not at all never dropped
## 119 mostly vegetarian not at all never working
## 120 mostly anything socially <NA> working
## 121 <NA> socially never graduated
## 122 mostly anything socially never graduated
## 123 anything socially sometimes graduated
## 124 strictly anything socially often working
## 125 mostly anything socially never graduated
## 126 <NA> socially <NA> graduated
## 127 <NA> socially never graduated
## 128 strictly anything socially <NA> graduated
## 129 <NA> often never dropped
## 130 <NA> rarely <NA> graduated
## 131 <NA> socially sometimes dropped
## 132 mostly vegetarian socially never working
## 133 mostly vegetarian socially <NA> graduated
## 134 anything rarely never graduated
## 135 strictly anything socially never working
## 136 <NA> <NA> never graduated
## 137 mostly vegan socially <NA> working
## 138 mostly anything often never college/university
## 139 <NA> not at all never graduated
## 140 <NA> rarely never working
## 141 anything socially never graduated
## 142 anything socially never graduated
## 143 anything often sometimes graduated
## 144 <NA> socially <NA> college/university
## 145 mostly anything socially <NA> graduated
## 146 <NA> socially never graduated
## 147 <NA> desperately often <NA>
## 148 <NA> socially never college/university
## 149 <NA> socially never graduated
## 150 <NA> socially <NA> college/university
## 151 mostly vegetarian socially <NA> graduated
## 152 <NA> socially <NA> graduated
## 153 mostly anything <NA> <NA> graduated
## 154 <NA> socially sometimes graduated
## 155 strictly anything not at all never graduated
## 156 mostly anything socially never graduated
## 157 <NA> socially never two-year
## 158 vegetarian socially never graduated
## 159 mostly anything socially never graduated
## 160 <NA> socially never working
## 161 <NA> socially <NA> space
## 162 <NA> socially never graduated
## 163 <NA> socially <NA> graduated
## 164 <NA> socially <NA> graduated
## 165 anything rarely never working
## 166 <NA> <NA> <NA> <NA>
## 167 mostly anything socially <NA> graduated
## 168 mostly anything socially never working
## 169 mostly anything socially never graduated
## 170 anything rarely never graduated
## 171 <NA> socially never graduated
## 172 strictly other rarely <NA> <NA>
## 173 anything socially never graduated
## 174 <NA> socially never graduated
## 175 <NA> socially never <NA>
## 176 <NA> socially never <NA>
## 177 mostly anything socially never graduated
## 178 mostly halal often never dropped
## 179 strictly vegetarian <NA> <NA> graduated
## 180 mostly anything often sometimes dropped
## 181 mostly anything socially never graduated
## 182 mostly anything socially never working
## 183 anything often never graduated
## 184 mostly anything not at all <NA> graduated
## 185 <NA> not at all never graduated
## 186 <NA> rarely never graduated
## 187 <NA> often never graduated
## 188 mostly anything socially never working
## 189 mostly anything rarely never graduated
## 190 mostly anything not at all never graduated
## 191 mostly vegetarian rarely never working
## 192 <NA> socially never graduated
## 193 <NA> often sometimes graduated
## 194 strictly vegetarian socially <NA> graduated
## 195 anything socially never graduated
## 196 mostly anything socially never graduated
## 197 mostly anything socially sometimes graduated
## 198 anything socially <NA> graduated
## 199 <NA> <NA> never <NA>
## 200 <NA> rarely never college/university
## 201 anything socially never graduated
## 202 mostly anything socially never graduated
## 203 anything socially never graduated
## 204 strictly anything socially never working
## 205 <NA> socially never graduated
## 206 strictly anything socially never graduated
## 207 anything socially <NA> <NA>
## 208 mostly anything often never graduated
## 209 <NA> <NA> sometimes working
## 210 mostly anything socially never working
## 211 mostly anything socially never graduated
## 212 mostly anything rarely never graduated
## 213 anything <NA> never graduated
## 214 <NA> socially <NA> graduated
## 215 mostly vegetarian socially never graduated
## 216 <NA> not at all never graduated
## 217 <NA> often sometimes graduated
## 218 strictly anything socially never graduated
## 219 mostly anything socially sometimes graduated
## 220 <NA> socially never graduated
## 221 mostly anything not at all never <NA>
## 222 <NA> socially never graduated
## 223 <NA> socially never two-year
## 224 anything socially never working
## 225 <NA> often sometimes working
## 226 strictly anything socially never <NA>
## 227 <NA> not at all never graduated
## 228 <NA> not at all never graduated
## 229 mostly anything socially <NA> graduated
## 230 mostly anything rarely never graduated
## 231 <NA> <NA> <NA> <NA>
## 232 mostly anything socially never two-year
## 233 <NA> socially <NA> graduated
## 234 mostly anything socially never graduated
## 235 strictly anything socially <NA> graduated
## 236 <NA> <NA> <NA> <NA>
## 237 <NA> socially sometimes graduated
## 238 mostly anything socially never <NA>
## 239 strictly vegetarian socially never graduated
## 240 <NA> socially sometimes working
## 241 mostly other rarely never graduated
## 242 <NA> socially never <NA>
## 243 mostly anything socially never graduated
## 244 mostly other socially never two-year
## 245 <NA> often sometimes graduated
## 246 <NA> rarely never graduated
## 247 mostly anything socially sometimes graduated
## 248 <NA> socially never working
## 249 <NA> socially never <NA>
## 250 mostly anything socially never graduated
## 251 <NA> <NA> <NA> <NA>
## 252 anything socially never graduated
## 253 <NA> <NA> never graduated
## 254 anything often sometimes graduated
## 255 <NA> socially sometimes <NA>
## 256 strictly anything socially never graduated
## 257 <NA> <NA> never <NA>
## 258 <NA> socially never masters
## 259 anything socially never <NA>
## 260 <NA> socially never working
## 261 mostly anything socially never graduated
## 262 <NA> socially never graduated
## 263 <NA> socially never graduated
## 264 mostly anything socially never <NA>
## 265 mostly anything rarely never graduated
## 266 mostly anything socially never graduated
## 267 other rarely never two-year
## 268 mostly vegetarian rarely never graduated
## 269 <NA> socially never <NA>
## 270 <NA> socially never graduated
## 271 mostly anything socially <NA> graduated
## 272 <NA> socially sometimes graduated
## 273 mostly anything not at all never graduated
## 274 <NA> socially never graduated
## 275 <NA> often sometimes graduated
## 276 strictly anything socially <NA> graduated
## 277 <NA> <NA> <NA> <NA>
## 278 mostly anything socially <NA> graduated
## 279 strictly anything rarely sometimes graduated
## 280 <NA> <NA> never <NA>
## 281 strictly anything rarely never graduated
## 282 mostly other socially never graduated
## 283 <NA> socially <NA> graduated
## 284 mostly anything rarely never graduated
## 285 <NA> socially never <NA>
## 286 <NA> not at all never graduated
## 287 <NA> socially never graduated
## 288 mostly vegetarian socially sometimes graduated
## 289 <NA> socially never graduated
## 290 <NA> desperately sometimes <NA>
## 291 strictly other socially <NA> working
## 292 <NA> <NA> <NA> graduated
## 293 mostly vegetarian socially sometimes graduated
## 294 mostly anything socially never graduated
## 295 <NA> socially sometimes <NA>
## 296 mostly anything not at all never <NA>
## 297 mostly anything socially never graduated
## 298 anything socially never graduated
## 299 mostly vegetarian socially never graduated
## 300 <NA> socially <NA> graduated
## 301 mostly anything not at all never dropped
## 302 anything socially sometimes college/university
## 303 strictly anything often sometimes graduated
## 304 <NA> socially sometimes graduated
## 305 mostly anything socially never graduated
## 306 mostly anything socially <NA> graduated
## 307 mostly anything socially never graduated
## 308 anything socially <NA> graduated
## 309 strictly other socially sometimes graduated
## 310 strictly anything socially never graduated
## 311 mostly anything socially never graduated
## 312 <NA> socially never graduated
## 313 <NA> socially never graduated
## 314 mostly vegetarian not at all never graduated
## 315 <NA> socially never graduated
## 316 anything not at all never graduated
## 317 mostly anything socially never graduated
## 318 mostly vegetarian socially never working
## 319 <NA> not at all never <NA>
## 320 <NA> socially never graduated
## 321 <NA> socially sometimes graduated
## 322 strictly vegetarian socially never graduated
## 323 mostly vegetarian socially sometimes working
## 324 anything socially never graduated
## 325 mostly anything socially never graduated
## 326 strictly anything socially <NA> graduated
## 327 vegetarian socially never graduated
## 328 mostly anything not at all never graduated
## 329 mostly anything socially never dropped
## 330 <NA> rarely never graduated
## 331 mostly anything socially never graduated
## 332 <NA> socially <NA> graduated
## 333 strictly anything socially sometimes <NA>
## 334 <NA> not at all never working
## 335 strictly anything socially never graduated
## 336 mostly anything socially never dropped
## 337 <NA> socially never <NA>
## 338 <NA> socially never graduated
## 339 anything socially never graduated
## 340 mostly anything socially <NA> graduated
## 341 vegetarian socially <NA> graduated
## 342 strictly anything socially never graduated
## 343 mostly anything socially never graduated
## 344 <NA> socially <NA> working
## 345 mostly anything socially sometimes working
## 346 mostly anything socially <NA> graduated
## 347 strictly anything socially never <NA>
## 348 anything not at all never working
## 349 anything not at all never graduated
## 350 <NA> not at all never graduated
## 351 strictly anything <NA> <NA> graduated
## 352 <NA> socially never graduated
## 353 <NA> rarely <NA> graduated
## 354 <NA> socially never working
## 355 mostly anything rarely never graduated
## 356 <NA> socially never <NA>
## 357 mostly vegetarian socially never graduated
## 358 <NA> socially <NA> graduated
## 359 mostly anything socially never graduated
## 360 <NA> often <NA> graduated
## 361 mostly vegetarian socially sometimes <NA>
## 362 strictly anything often sometimes graduated
## 363 strictly anything socially never graduated
## 364 <NA> socially never <NA>
## 365 <NA> socially never graduated
## 366 mostly anything rarely never dropped
## 367 mostly anything rarely never graduated
## 368 <NA> socially never graduated
## 369 <NA> <NA> <NA> graduated
## 370 mostly anything rarely never graduated
## 371 <NA> <NA> never graduated
## 372 <NA> socially never working
## 373 vegan socially never graduated
## 374 <NA> <NA> <NA> graduated
## 375 mostly anything socially <NA> dropped
## 376 <NA> socially never graduated
## 377 mostly anything socially <NA> <NA>
## 378 <NA> socially <NA> graduated
## 379 mostly anything socially never graduated
## 380 mostly anything socially never graduated
## 381 strictly anything socially never <NA>
## 382 anything socially never graduated
## 383 anything not at all never dropped
## 384 mostly vegetarian rarely never <NA>
## 385 <NA> socially never graduated
## 386 <NA> socially <NA> graduated
## 387 strictly vegetarian socially never graduated
## 388 <NA> socially never graduated
## 389 <NA> socially never graduated
## 390 <NA> socially never working
## 391 strictly vegan rarely sometimes graduated
## 392 mostly anything socially never graduated
## 393 <NA> often sometimes graduated
## 394 <NA> socially <NA> graduated
## 395 mostly anything socially never graduated
## 396 <NA> socially <NA> graduated
## 397 mostly anything socially <NA> graduated
## 398 strictly vegetarian not at all never dropped
## 399 mostly anything socially never graduated
## 400 <NA> socially never graduated
## 401 <NA> often <NA> <NA>
## 402 mostly anything socially <NA> graduated
## 403 mostly anything often sometimes graduated
## 404 <NA> rarely never graduated
## 405 mostly vegetarian rarely never graduated
## 406 mostly anything socially never graduated
## 407 mostly anything socially never working
## 408 mostly vegetarian socially never graduated
## 409 <NA> often sometimes working
## 410 <NA> socially never graduated
## 411 <NA> socially never graduated
## 412 mostly anything socially never graduated
## 413 mostly anything socially <NA> <NA>
## 414 strictly anything socially never graduated
## 415 mostly other socially never graduated
## 416 anything socially never graduated
## 417 <NA> socially never graduated
## 418 <NA> socially never graduated
## 419 anything socially never <NA>
## 420 mostly kosher socially never graduated
## 421 mostly anything often never graduated
## 422 <NA> socially <NA> graduated
## 423 strictly anything socially never graduated
## 424 mostly anything socially <NA> graduated
## 425 <NA> socially <NA> graduated
## 426 vegetarian socially never graduated
## 427 <NA> socially never graduated
## 428 <NA> socially sometimes graduated
## 429 anything socially never graduated
## 430 <NA> socially <NA> working
## 431 <NA> very often sometimes dropped
## 432 mostly anything socially never graduated
## 433 <NA> very often often dropped
## 434 mostly vegetarian socially sometimes graduated
## 435 <NA> socially never graduated
## 436 <NA> socially never working
## 437 anything socially never high
## 438 mostly anything socially never graduated
## 439 mostly anything socially <NA> working
## 440 <NA> socially never graduated
## 441 mostly anything socially <NA> working
## 442 <NA> <NA> <NA> <NA>
## 443 mostly anything not at all never graduated
## 444 <NA> socially never graduated
## 445 <NA> socially never graduated
## 446 <NA> <NA> <NA> <NA>
## 447 strictly other socially <NA> graduated
## 448 <NA> <NA> <NA> graduated
## 449 <NA> socially never <NA>
## 450 mostly anything not at all <NA> graduated
## 451 strictly anything often never graduated
## 452 <NA> socially never graduated
## 453 <NA> socially never graduated
## 454 mostly vegetarian socially never <NA>
## 455 <NA> socially never graduated
## 456 <NA> socially never graduated
## 457 <NA> <NA> never <NA>
## 458 anything socially never graduated
## 459 mostly vegan rarely never working
## 460 <NA> socially never graduated
## 461 mostly anything socially never working
## 462 anything socially <NA> graduated
## 463 anything socially never graduated
## 464 strictly anything socially never graduated
## 465 <NA> <NA> never <NA>
## 466 <NA> socially sometimes dropped
## 467 mostly anything socially sometimes working
## 468 <NA> socially never graduated
## 469 mostly other socially <NA> graduated
## 470 mostly anything socially never graduated
## 471 <NA> socially never <NA>
## 472 strictly vegan not at all never graduated
## 473 mostly vegetarian socially never graduated
## 474 mostly anything socially sometimes graduated
## 475 <NA> not at all never <NA>
## 476 <NA> socially never graduated
## 477 mostly anything socially <NA> graduated
## 478 mostly anything socially never <NA>
## 479 mostly anything often <NA> graduated
## 480 mostly vegetarian rarely never graduated
## 481 <NA> rarely sometimes dropped
## 482 <NA> <NA> <NA> graduated
## 483 <NA> socially never <NA>
## 484 <NA> socially <NA> graduated
## 485 mostly anything <NA> <NA> graduated
## 486 mostly anything socially sometimes <NA>
## 487 mostly anything socially never graduated
## 488 <NA> socially never graduated
## 489 <NA> socially never graduated
## 490 anything socially <NA> college/university
## 491 strictly anything very often often graduated
## 492 <NA> rarely never graduated
## 493 mostly vegetarian socially <NA> working
## 494 mostly anything rarely never graduated
## 495 anything socially never working
## 496 <NA> socially never graduated
## 497 mostly anything socially never graduated
## 498 <NA> socially never working
## 499 mostly anything socially never graduated
## 500 mostly anything socially never graduated
## 501 anything <NA> never <NA>
## 502 anything desperately never graduated
## 503 strictly anything socially never working
## 504 <NA> socially never graduated
## 505 strictly anything socially never working
## 506 <NA> <NA> <NA> <NA>
## 507 <NA> socially never graduated
## 508 mostly vegetarian socially never graduated
## 509 <NA> socially never graduated
## 510 <NA> socially never graduated
## 511 strictly anything socially sometimes dropped
## 512 strictly anything rarely <NA> working
## 513 mostly anything often often working
## 514 anything socially never graduated
## 515 mostly anything socially never graduated
## 516 <NA> often never graduated
## 517 mostly anything socially <NA> graduated
## 518 mostly anything rarely <NA> graduated
## 519 mostly anything socially never graduated
## 520 <NA> socially never working
## 521 anything socially never graduated
## 522 mostly anything socially <NA> graduated
## 523 <NA> socially <NA> <NA>
## 524 <NA> socially never graduated
## 525 mostly anything often <NA> graduated
## 526 <NA> socially <NA> graduated
## 527 mostly anything socially never dropped
## 528 <NA> socially never graduated
## 529 anything socially <NA> graduated
## 530 anything socially <NA> graduated
## 531 strictly anything socially <NA> graduated
## 532 mostly anything socially never working
## 533 mostly anything socially sometimes graduated
## 534 mostly anything socially <NA> graduated
## 535 vegetarian <NA> never working
## 536 mostly anything often never graduated
## 537 <NA> not at all never <NA>
## 538 mostly anything often sometimes graduated
## 539 anything socially never <NA>
## 540 mostly anything often <NA> graduated
## 541 <NA> socially never college/university
## 542 other not at all <NA> <NA>
## 543 strictly anything socially sometimes dropped
## 544 <NA> socially <NA> graduated
## 545 vegan <NA> <NA> <NA>
## 546 <NA> not at all <NA> <NA>
## 547 mostly anything rarely sometimes graduated
## 548 <NA> socially often <NA>
## 549 strictly vegan desperately often dropped
## 550 mostly anything socially sometimes working
## 551 anything <NA> <NA> <NA>
## 552 mostly anything rarely never graduated
## 553 mostly anything socially sometimes working
## 554 mostly anything socially <NA> graduated
## 555 mostly vegetarian socially <NA> <NA>
## 556 <NA> socially never graduated
## 557 <NA> socially <NA> <NA>
## 558 mostly anything socially <NA> graduated
## 559 mostly other socially never graduated
## 560 mostly anything rarely never graduated
## 561 strictly vegetarian socially sometimes graduated
## 562 mostly vegetarian socially <NA> graduated
## 563 <NA> socially sometimes graduated
## 564 strictly anything often sometimes dropped
## 565 strictly anything often never graduated
## 566 mostly anything socially never graduated
## 567 <NA> socially never <NA>
## 568 strictly anything often never graduated
## 569 mostly anything socially never graduated
## 570 <NA> socially never <NA>
## 571 anything socially never graduated
## 572 <NA> socially never <NA>
## 573 anything not at all never graduated
## 574 anything socially never graduated
## 575 mostly anything socially never graduated
## 576 mostly anything socially never graduated
## 577 mostly anything socially never graduated
## 578 strictly vegetarian not at all sometimes working
## 579 <NA> socially never graduated
## 580 <NA> rarely never graduated
## 581 <NA> rarely <NA> graduated
## 582 <NA> socially <NA> graduated
## 583 mostly anything socially never graduated
## 584 <NA> socially <NA> graduated
## 585 mostly anything socially never college/university
## 586 mostly anything socially never <NA>
## 587 mostly anything socially <NA> working
## 588 <NA> socially never graduated
## 589 <NA> socially <NA> graduated
## 590 mostly anything socially never graduated
## 591 mostly vegetarian socially sometimes graduated
## 592 strictly anything rarely never <NA>
## 593 mostly anything rarely sometimes college/university
## 594 anything socially never graduated
## 595 strictly anything socially <NA> graduated
## 596 mostly anything socially never graduated
## 597 strictly anything often never two-year
## 598 strictly anything socially sometimes graduated
## 599 mostly anything rarely never graduated
## 600 <NA> socially <NA> graduated
## 601 mostly vegetarian often sometimes dropped
## 602 <NA> socially <NA> <NA>
## 603 mostly anything rarely never graduated
## 604 <NA> socially never graduated
## 605 mostly vegetarian socially never graduated
## 606 mostly anything socially <NA> graduated
## 607 <NA> socially never graduated
## 608 <NA> socially <NA> graduated
## 609 <NA> socially never college/university
## 610 anything not at all never graduated
## 611 mostly vegetarian socially never graduated
## 612 strictly anything rarely never <NA>
## 613 <NA> rarely sometimes graduated
## 614 strictly anything socially never working
## 615 other socially never graduated
## 616 mostly anything socially never graduated
## 617 strictly anything not at all never graduated
## 618 anything socially never <NA>
## 619 <NA> socially never working
## 620 <NA> socially never <NA>
## 621 <NA> socially never graduated
## 622 <NA> socially never <NA>
## 623 <NA> socially sometimes graduated
## 624 mostly anything socially never graduated
## 625 <NA> often sometimes graduated
## 626 anything socially never graduated
## 627 <NA> socially sometimes graduated
## 628 mostly anything socially never graduated
## 629 <NA> socially <NA> working
## 630 anything socially sometimes graduated
## 631 mostly anything socially never graduated
## 632 <NA> often never working
## 633 mostly anything very often sometimes graduated
## 634 <NA> rarely never working
## 635 anything socially never graduated
## 636 <NA> socially never graduated
## 637 strictly other socially never graduated
## 638 mostly other socially never graduated
## 639 mostly anything socially never working
## 640 mostly anything socially never graduated
## 641 mostly anything not at all never graduated
## 642 mostly anything socially never working
## 643 mostly anything socially never graduated
## 644 strictly vegetarian not at all <NA> <NA>
## 645 strictly anything socially never graduated
## 646 strictly anything socially never graduated
## 647 <NA> socially never two-year
## 648 mostly anything socially never graduated
## 649 <NA> not at all never working
## 650 anything often <NA> graduated
## 651 anything <NA> never graduated
## 652 mostly anything socially <NA> graduated
## 653 anything socially never graduated
## 654 vegetarian often never graduated
## 655 <NA> rarely never graduated
## 656 anything socially never college/university
## 657 <NA> socially never graduated
## 658 <NA> socially never graduated
## 659 anything socially never graduated
## 660 <NA> socially never graduated
## 661 mostly anything socially never graduated
## 662 strictly anything socially <NA> college/university
## 663 <NA> socially never graduated
## 664 mostly anything often never graduated
## 665 <NA> <NA> <NA> graduated
## 666 strictly anything socially never graduated
## 667 <NA> socially never graduated
## 668 <NA> socially sometimes working
## 669 <NA> socially never graduated
## 670 mostly anything socially never working
## 671 <NA> socially never graduated
## 672 mostly vegetarian socially never graduated
## 673 anything socially never graduated
## 674 <NA> socially sometimes graduated
## 675 other not at all never graduated
## 676 <NA> socially <NA> graduated
## 677 <NA> socially <NA> working
## 678 strictly anything socially <NA> working
## 679 mostly vegetarian socially never graduated
## 680 <NA> socially never graduated
## 681 strictly anything socially never graduated
## 682 strictly anything socially <NA> working
## 683 <NA> socially never <NA>
## 684 <NA> socially never graduated
## 685 mostly anything often <NA> graduated
## 686 anything socially <NA> dropped
## 687 <NA> socially <NA> working
## 688 <NA> socially never graduated
## 689 anything socially never graduated
## 690 strictly anything socially <NA> graduated
## 691 <NA> socially never graduated
## 692 strictly anything socially never graduated
## 693 strictly anything socially <NA> dropped
## 694 mostly anything socially never graduated
## 695 <NA> socially never <NA>
## 696 <NA> <NA> never graduated
## 697 anything very often never graduated
## 698 <NA> socially never working
## 699 <NA> socially never <NA>
## 700 strictly anything socially sometimes graduated
## 701 vegetarian often <NA> graduated
## 702 <NA> socially sometimes working
## 703 <NA> often sometimes graduated
## 704 anything socially never graduated
## 705 mostly anything socially sometimes graduated
## 706 other socially never graduated
## 707 <NA> socially never working
## 708 <NA> rarely never graduated
## 709 anything <NA> never working
## 710 <NA> socially never graduated
## 711 <NA> socially never <NA>
## 712 mostly anything not at all never graduated
## 713 <NA> <NA> never <NA>
## 714 strictly anything socially never graduated
## 715 <NA> socially sometimes high
## 716 mostly vegetarian socially sometimes graduated
## 717 <NA> socially never graduated
## 718 mostly anything socially never graduated
## 719 <NA> <NA> never <NA>
## 720 mostly vegetarian very often sometimes dropped
## 721 <NA> socially never <NA>
## 722 <NA> socially never graduated
## 723 <NA> not at all never graduated
## 724 anything rarely never college/university
## 725 mostly vegetarian socially never <NA>
## 726 <NA> socially never graduated
## 727 anything often sometimes graduated
## 728 mostly anything socially never college/university
## 729 mostly anything socially <NA> graduated
## 730 <NA> often never dropped
## 731 anything socially never graduated
## 732 mostly anything socially never working
## 733 anything socially sometimes working
## 734 mostly vegetarian socially <NA> graduated
## 735 mostly anything socially never graduated
## 736 mostly vegetarian socially <NA> graduated
## 737 mostly anything socially never graduated
## 738 anything socially <NA> graduated
## 739 mostly vegetarian socially often graduated
## 740 mostly anything socially <NA> <NA>
## 741 mostly anything not at all <NA> graduated
## 742 <NA> often sometimes <NA>
## 743 mostly anything often sometimes <NA>
## 744 mostly anything often never graduated
## 745 anything socially never graduated
## 746 mostly anything socially <NA> working
## 747 anything socially never graduated
## 748 <NA> socially never graduated
## 749 mostly anything socially never graduated
## 750 <NA> socially sometimes graduated
## 751 strictly anything socially never graduated
## 752 anything socially never college/university
## 753 anything socially never working
## 754 mostly anything rarely never graduated
## 755 strictly anything socially never working
## 756 strictly anything socially never graduated
## 757 <NA> rarely never working
## 758 mostly anything socially never graduated
## 759 mostly anything socially never graduated
## 760 mostly vegetarian not at all never graduated
## 761 anything socially never graduated
## 762 <NA> socially never graduated
## 763 mostly vegetarian socially never graduated
## 764 <NA> socially <NA> working
## 765 strictly anything often sometimes graduated
## 766 mostly anything socially never graduated
## 767 mostly vegan socially never working
## 768 <NA> socially never working
## 769 <NA> socially <NA> graduated
## 770 <NA> socially <NA> graduated
## 771 <NA> socially <NA> working
## 772 vegetarian socially never working
## 773 mostly other socially sometimes graduated
## 774 <NA> rarely never graduated
## 775 mostly anything socially never graduated
## 776 strictly anything socially sometimes graduated
## 777 <NA> socially sometimes working
## 778 strictly anything often <NA> graduated
## 779 mostly vegetarian socially never graduated
## 780 <NA> not at all never graduated
## 781 mostly anything socially never graduated
## 782 mostly anything socially never graduated
## 783 <NA> socially never <NA>
## 784 mostly anything socially never working
## 785 <NA> rarely never <NA>
## 786 mostly anything socially sometimes dropped
## 787 <NA> socially never graduated
## 788 mostly anything socially never <NA>
## 789 <NA> socially <NA> graduated
## 790 anything socially never working
## 791 mostly anything socially sometimes graduated
## 792 <NA> rarely never working
## 793 <NA> socially <NA> graduated
## 794 mostly anything often sometimes graduated
## 795 strictly anything not at all never working
## 796 mostly anything socially never graduated
## 797 mostly anything socially <NA> graduated
## 798 <NA> rarely never graduated
## 799 mostly kosher rarely never working
## 800 mostly anything rarely never <NA>
## 801 mostly vegan desperately sometimes graduated
## 802 strictly vegetarian socially never graduated
## 803 mostly vegetarian socially <NA> working
## 804 <NA> <NA> never <NA>
## 805 <NA> socially never working
## 806 mostly anything socially never working
## 807 anything socially never graduated
## 808 mostly anything socially never graduated
## 809 <NA> socially never graduated
## 810 <NA> socially never graduated
## 811 strictly anything socially never graduated
## 812 <NA> socially sometimes graduated
## 813 <NA> socially <NA> graduated
## 814 anything socially never graduated
## 815 vegetarian often sometimes working
## 816 mostly anything socially <NA> graduated
## 817 mostly anything not at all never working
## 818 mostly anything rarely never graduated
## 819 mostly anything often <NA> graduated
## 820 mostly anything socially never graduated
## 821 <NA> socially never graduated
## 822 mostly vegetarian socially never graduated
## 823 mostly vegetarian often sometimes graduated
## 824 mostly anything socially never graduated
## 825 <NA> socially <NA> working
## 826 mostly anything socially <NA> graduated
## 827 mostly anything socially sometimes working
## 828 <NA> socially <NA> graduated
## 829 <NA> socially never working
## 830 anything socially <NA> working
## 831 strictly anything socially never graduated
## 832 mostly anything socially sometimes graduated
## 833 mostly vegetarian socially <NA> graduated
## 834 anything socially never graduated
## 835 <NA> socially <NA> graduated
## 836 <NA> socially never graduated
## 837 <NA> socially <NA> graduated
## 838 strictly anything socially sometimes <NA>
## 839 vegan rarely never working
## 840 mostly anything socially never <NA>
## 841 strictly anything socially never working
## 842 mostly anything socially <NA> graduated
## 843 strictly anything rarely never graduated
## 844 <NA> socially <NA> graduated
## 845 strictly anything rarely never <NA>
## 846 <NA> socially sometimes dropped
## 847 <NA> socially <NA> graduated
## 848 mostly anything socially <NA> graduated
## 849 mostly anything socially <NA> college/university
## 850 mostly anything socially never college/university
## 851 <NA> socially <NA> graduated
## 852 strictly anything socially <NA> graduated
## 853 <NA> often never graduated
## 854 <NA> socially <NA> working
## 855 <NA> <NA> <NA> <NA>
## 856 strictly anything socially <NA> graduated
## 857 mostly anything socially never <NA>
## 858 mostly anything socially never graduated
## 859 <NA> often never graduated
## 860 <NA> socially never graduated
## 861 mostly anything socially never graduated
## 862 mostly anything socially never graduated
## 863 mostly anything socially never graduated
## 864 mostly anything socially never graduated
## 865 strictly vegetarian socially never working
## 866 <NA> socially never graduated
## 867 mostly anything rarely sometimes dropped
## 868 anything socially never graduated
## 869 strictly anything socially never <NA>
## 870 strictly vegetarian very often sometimes graduated
## 871 mostly other socially never graduated
## 872 mostly vegetarian socially sometimes graduated
## 873 <NA> rarely never graduated
## 874 <NA> socially never graduated
## 875 anything socially never <NA>
## 876 anything socially never working
## 877 mostly anything socially never working
## 878 mostly vegetarian socially sometimes working
## 879 anything socially never graduated
## 880 mostly anything socially <NA> graduated
## 881 mostly other not at all never <NA>
## 882 mostly anything socially never graduated
## 883 mostly vegetarian often sometimes working
## 884 strictly vegetarian not at all never working
## 885 strictly anything not at all never graduated
## 886 anything socially <NA> graduated
## 887 mostly vegetarian socially never working
## 888 strictly anything often <NA> graduated
## 889 <NA> rarely never graduated
## 890 <NA> socially never graduated
## 891 strictly anything rarely never working
## 892 <NA> socially <NA> graduated
## 893 strictly anything often sometimes graduated
## 894 mostly anything not at all never college/university
## 895 <NA> often sometimes graduated
## 896 anything socially never graduated
## 897 <NA> <NA> <NA> graduated
## 898 <NA> socially <NA> working
## 899 <NA> rarely sometimes graduated
## 900 <NA> <NA> <NA> graduated
## 901 anything socially never working
## 902 mostly vegetarian socially <NA> working
## 903 strictly anything not at all <NA> graduated
## 904 strictly anything <NA> never working
## 905 strictly anything socially never working
## 906 mostly other socially never graduated
## 907 other socially <NA> college/university
## 908 strictly anything socially never graduated
## 909 <NA> socially never graduated
## 910 <NA> rarely sometimes graduated
## 911 <NA> socially never graduated
## 912 <NA> not at all never <NA>
## 913 <NA> often sometimes graduated
## 914 strictly vegetarian rarely never graduated
## 915 <NA> socially <NA> graduated
## 916 mostly anything socially sometimes dropped
## 917 mostly vegan socially never graduated
## 918 mostly anything socially never graduated
## 919 mostly anything socially never working
## 920 strictly vegan not at all never graduated
## 921 mostly anything rarely <NA> graduated
## 922 strictly anything socially <NA> graduated
## 923 anything socially <NA> college/university
## 924 <NA> rarely sometimes graduated
## 925 mostly vegetarian socially sometimes graduated
## 926 anything <NA> <NA> working
## 927 strictly vegan rarely sometimes graduated
## 928 <NA> socially never graduated
## 929 <NA> socially <NA> graduated
## 930 mostly anything socially never graduated
## 931 mostly anything socially <NA> graduated
## 932 <NA> often never graduated
## 933 vegetarian often <NA> graduated
## 934 <NA> socially <NA> graduated
## 935 strictly anything socially never graduated
## 936 mostly anything rarely never graduated
## 937 strictly anything socially never graduated
## 938 strictly vegetarian rarely sometimes dropped
## 939 anything socially <NA> college/university
## 940 mostly anything socially <NA> graduated
## 941 mostly anything socially never working
## 942 strictly anything socially never working
## 943 mostly anything often sometimes working
## 944 strictly anything socially sometimes graduated
## 945 mostly anything socially sometimes dropped
## 946 <NA> socially never graduated
## 947 <NA> <NA> <NA> graduated
## 948 <NA> socially never graduated
## 949 mostly anything socially never graduated
## 950 strictly anything often sometimes graduated
## 951 strictly anything socially sometimes graduated
## 952 <NA> socially never graduated
## 953 strictly anything socially sometimes graduated
## 954 <NA> socially sometimes working
## 955 <NA> socially never graduated
## 956 mostly anything socially never graduated
## 957 <NA> socially never graduated
## 958 vegetarian socially <NA> working
## 959 strictly vegetarian rarely never graduated
## 960 <NA> socially <NA> working
## 961 <NA> socially <NA> graduated
## 962 <NA> often <NA> graduated
## 963 <NA> <NA> <NA> <NA>
## 964 mostly anything socially <NA> working
## 965 <NA> socially never working
## 966 <NA> <NA> <NA> graduated
## 967 mostly anything often sometimes dropped
## 968 mostly vegetarian not at all never working
## 969 strictly anything socially never <NA>
## 970 strictly anything socially never working
## 971 <NA> often sometimes graduated
## 972 anything socially never graduated
## 973 <NA> socially never graduated
## 974 <NA> socially <NA> graduated
## 975 mostly anything socially <NA> graduated
## 976 mostly anything socially sometimes graduated
## 977 strictly anything often <NA> <NA>
## 978 strictly anything socially never working
## 979 mostly anything often never graduated
## 980 mostly vegetarian <NA> <NA> graduated
## 981 <NA> rarely <NA> graduated
## 982 strictly other rarely sometimes working
## 983 <NA> socially <NA> graduated
## 984 <NA> <NA> <NA> working
## 985 anything socially <NA> graduated
## 986 anything socially never graduated
## 987 mostly anything socially never graduated
## 988 mostly vegetarian socially sometimes graduated
## 989 <NA> socially <NA> graduated
## 990 vegetarian socially <NA> working
## 991 strictly anything socially <NA> working
## 992 anything socially never dropped
## 993 mostly anything rarely never working
## 994 <NA> socially <NA> <NA>
## 995 other socially never graduated
## 996 <NA> socially never graduated
## 997 <NA> socially sometimes graduated
## 998 mostly vegetarian socially <NA> <NA>
## 999 <NA> often <NA> working
## 1000 mostly anything socially never graduated
## 1001 <NA> socially <NA> graduated
## 1002 strictly anything socially never graduated
## 1003 mostly anything socially <NA> working
## 1004 anything socially <NA> graduated
## 1005 strictly vegetarian socially <NA> graduated
## 1006 mostly anything socially sometimes working
## 1007 <NA> often sometimes graduated
## 1008 anything socially <NA> college/university
## 1009 mostly anything socially sometimes graduated
## 1010 mostly anything socially <NA> graduated
## 1011 anything rarely never college/university
## 1012 strictly anything socially <NA> college/university
## 1013 mostly anything socially never graduated
## 1014 strictly anything socially <NA> graduated
## 1015 strictly anything socially <NA> graduated
## 1016 mostly vegetarian socially <NA> law
## 1017 strictly anything often <NA> dropped
## 1018 mostly anything socially <NA> graduated
## 1019 <NA> socially never working
## 1020 <NA> socially sometimes graduated
## 1021 strictly anything often <NA> graduated
## 1022 <NA> socially <NA> graduated
## 1023 <NA> socially <NA> <NA>
## 1024 <NA> socially sometimes dropped
## 1025 <NA> <NA> <NA> graduated
## 1026 <NA> socially never dropped
## 1027 anything socially never graduated
## 1028 <NA> socially never <NA>
## 1029 mostly vegetarian socially never graduated
## 1030 anything socially never graduated
## 1031 <NA> <NA> never graduated
## 1032 <NA> socially never graduated
## 1033 <NA> socially <NA> graduated
## 1034 anything socially <NA> graduated
## 1035 mostly anything socially <NA> dropped
## 1036 strictly anything socially never <NA>
## 1037 <NA> rarely <NA> working
## 1038 strictly anything socially never graduated
## 1039 <NA> <NA> <NA> graduated
## 1040 <NA> <NA> never graduated
## 1041 <NA> rarely never <NA>
## 1042 <NA> rarely never graduated
## 1043 mostly anything socially <NA> graduated
## 1044 <NA> socially <NA> graduated
## 1045 <NA> rarely <NA> dropped
## 1046 mostly anything socially never graduated
## 1047 mostly anything socially never dropped
## 1048 <NA> socially sometimes graduated
## 1049 strictly anything not at all never <NA>
## 1050 strictly anything often never graduated
## 1051 <NA> socially sometimes working
## 1052 <NA> socially <NA> graduated
## 1053 anything socially sometimes working
## 1054 mostly anything socially never graduated
## 1055 strictly anything <NA> <NA> <NA>
## 1056 <NA> socially never graduated
## 1057 other rarely never graduated
## 1058 mostly anything socially never working
## 1059 mostly anything often sometimes graduated
## 1060 <NA> often sometimes graduated
## 1061 <NA> <NA> <NA> <NA>
## 1062 strictly vegetarian socially sometimes graduated
## 1063 strictly vegetarian socially sometimes graduated
## 1064 mostly vegetarian socially never graduated
## 1065 mostly anything socially never graduated
## 1066 mostly anything socially never graduated
## 1067 <NA> socially never graduated
## 1068 strictly anything socially never graduated
## 1069 mostly anything socially <NA> graduated
## 1070 <NA> socially sometimes graduated
## 1071 anything socially <NA> graduated
## 1072 <NA> socially never working
## 1073 strictly anything socially never graduated
## 1074 mostly vegetarian <NA> <NA> graduated
## 1075 mostly anything socially <NA> graduated
## 1076 <NA> socially never graduated
## 1077 anything socially never graduated
## 1078 mostly vegetarian socially never graduated
## 1079 anything often <NA> graduated
## 1080 mostly anything socially never graduated
## 1081 strictly anything often <NA> graduated
## 1082 anything socially never graduated
## 1083 <NA> socially never graduated
## 1084 <NA> <NA> never law
## 1085 <NA> often sometimes graduated
## 1086 <NA> socially never graduated
## 1087 mostly vegetarian socially never working
## 1088 mostly anything socially <NA> dropped
## 1089 mostly anything socially <NA> working
## 1090 mostly anything not at all never graduated
## 1091 <NA> socially never college/university
## 1092 <NA> socially sometimes college/university
## 1093 <NA> <NA> <NA> <NA>
## 1094 mostly anything socially never graduated
## 1095 anything socially never graduated
## 1096 mostly anything socially never graduated
## 1097 mostly anything socially never graduated
## 1098 <NA> socially <NA> <NA>
## 1099 strictly anything often never graduated
## 1100 <NA> <NA> never <NA>
## 1101 <NA> not at all never graduated
## 1102 mostly anything socially never graduated
## 1103 mostly anything socially never graduated
## 1104 anything socially <NA> <NA>
## 1105 mostly anything often never <NA>
## 1106 <NA> rarely never working
## 1107 mostly anything socially <NA> dropped
## 1108 mostly anything socially never graduated
## 1109 <NA> socially never graduated
## 1110 <NA> socially sometimes working
## 1111 mostly anything socially sometimes working
## 1112 mostly anything not at all never graduated
## 1113 <NA> rarely never graduated
## 1114 mostly anything often <NA> graduated
## 1115 <NA> socially never graduated
## 1116 anything socially never graduated
## 1117 <NA> rarely <NA> graduated
## 1118 mostly anything socially <NA> graduated
## 1119 mostly anything socially <NA> graduated
## 1120 <NA> socially never graduated
## 1121 anything socially sometimes graduated
## 1122 <NA> socially never graduated
## 1123 <NA> socially never graduated
## 1124 <NA> <NA> never graduated
## 1125 mostly vegetarian socially never working
## 1126 strictly anything socially never graduated
## 1127 <NA> <NA> never <NA>
## 1128 mostly anything <NA> never graduated
## 1129 mostly anything socially never graduated
## 1130 mostly anything socially never graduated
## 1131 mostly halal rarely never dropped
## 1132 mostly anything socially never graduated
## 1133 mostly anything socially <NA> graduated
## 1134 vegetarian socially often working
## 1135 mostly vegetarian socially <NA> working
## 1136 <NA> <NA> never <NA>
## 1137 strictly anything socially never graduated
## 1138 <NA> socially sometimes graduated
## 1139 mostly anything rarely never college/university
## 1140 <NA> socially never masters
## 1141 <NA> rarely <NA> working
## 1142 strictly anything socially never graduated
## 1143 anything rarely never graduated
## 1144 <NA> socially <NA> graduated
## 1145 anything socially sometimes dropped
## 1146 mostly anything not at all never graduated
## 1147 strictly anything socially sometimes graduated
## 1148 <NA> socially never graduated
## 1149 mostly anything socially never working
## 1150 <NA> socially never graduated
## 1151 <NA> socially <NA> graduated
## 1152 mostly anything often sometimes working
## 1153 strictly anything socially never graduated
## 1154 mostly anything socially sometimes working
## 1155 <NA> socially never graduated
## 1156 <NA> socially never graduated
## 1157 <NA> socially never graduated
## 1158 mostly anything rarely never working
## 1159 anything socially sometimes graduated
## 1160 mostly anything socially <NA> working
## 1161 <NA> rarely never working
## 1162 mostly vegetarian not at all never graduated
## 1163 mostly anything socially never dropped
## 1164 mostly anything socially never graduated
## 1165 mostly anything socially never <NA>
## 1166 <NA> rarely never graduated
## 1167 mostly anything socially never graduated
## 1168 mostly anything socially never graduated
## 1169 mostly vegetarian socially <NA> graduated
## 1170 mostly vegetarian socially never college/university
## 1171 mostly vegetarian socially never graduated
## 1172 mostly anything rarely never working
## 1173 mostly anything socially never graduated
## 1174 <NA> socially never <NA>
## 1175 <NA> socially <NA> graduated
## 1176 mostly anything socially never graduated
## 1177 <NA> rarely never dropped
## 1178 mostly anything rarely never graduated
## 1179 mostly vegetarian socially never graduated
## 1180 <NA> socially <NA> graduated
## 1181 mostly anything socially never graduated
## 1182 <NA> rarely never graduated
## 1183 mostly anything socially never graduated
## 1184 mostly anything socially <NA> graduated
## 1185 anything socially never graduated
## 1186 <NA> socially never graduated
## 1187 mostly anything socially never graduated
## 1188 <NA> socially sometimes working
## 1189 <NA> socially sometimes graduated
## 1190 <NA> socially never two-year
## 1191 <NA> socially sometimes graduated
## 1192 <NA> not at all never graduated
## 1193 anything socially never college/university
## 1194 <NA> socially never graduated
## 1195 <NA> socially never working
## 1196 mostly anything socially never graduated
## 1197 <NA> socially never graduated
## 1198 strictly anything often never graduated
## 1199 mostly other rarely <NA> graduated
## 1200 <NA> socially never <NA>
## 1201 mostly anything socially sometimes working
## 1202 strictly other socially <NA> working
## 1203 <NA> socially never working
## 1204 anything socially <NA> graduated
## 1205 <NA> <NA> <NA> graduated
## 1206 <NA> socially <NA> <NA>
## 1207 mostly other rarely never graduated
## 1208 <NA> socially never working
## 1209 mostly anything socially never <NA>
## 1210 <NA> socially <NA> graduated
## 1211 strictly anything socially never graduated
## 1212 mostly other rarely <NA> graduated
## 1213 <NA> socially never graduated
## 1214 anything socially <NA> graduated
## 1215 <NA> socially never graduated
## 1216 <NA> socially never graduated
## 1217 mostly anything socially never graduated
## 1218 mostly anything socially never graduated
## 1219 anything socially <NA> graduated
## 1220 strictly anything socially never space
## 1221 mostly vegetarian socially sometimes graduated
## 1222 mostly anything socially never graduated
## 1223 mostly vegan rarely <NA> graduated
## 1224 anything socially never <NA>
## 1225 <NA> rarely never graduated
## 1226 <NA> socially sometimes graduated
## 1227 vegan rarely <NA> <NA>
## 1228 <NA> often never graduated
## 1229 <NA> socially <NA> working
## 1230 <NA> socially never working
## 1231 <NA> often never graduated
## 1232 <NA> <NA> never <NA>
## 1233 mostly anything socially <NA> graduated
## 1234 <NA> socially <NA> graduated
## 1235 strictly anything socially never graduated
## 1236 mostly anything socially never graduated
## 1237 <NA> not at all never working
## 1238 anything socially never graduated
## 1239 <NA> socially <NA> graduated
## 1240 <NA> socially never two-year
## 1241 strictly anything socially sometimes working
## 1242 mostly anything socially never dropped
## 1243 <NA> rarely never <NA>
## 1244 strictly anything socially <NA> graduated
## 1245 strictly anything rarely sometimes graduated
## 1246 strictly anything socially sometimes graduated
## 1247 anything not at all never working
## 1248 <NA> socially <NA> graduated
## 1249 mostly anything socially never graduated
## 1250 anything socially never graduated
## 1251 <NA> socially never working
## 1252 <NA> socially never graduated
## 1253 <NA> <NA> sometimes <NA>
## 1254 mostly anything socially <NA> working
## 1255 mostly anything rarely never graduated
## 1256 <NA> socially <NA> graduated
## 1257 <NA> socially never graduated
## 1258 anything socially never graduated
## 1259 <NA> rarely <NA> working
## 1260 <NA> socially never graduated
## 1261 <NA> socially never graduated
## 1262 mostly vegetarian socially <NA> graduated
## 1263 mostly anything desperately never graduated
## 1264 <NA> socially never graduated
## 1265 mostly anything often sometimes graduated
## 1266 <NA> socially never graduated
## 1267 strictly anything <NA> <NA> graduated
## 1268 mostly anything socially <NA> graduated
## 1269 strictly anything socially never graduated
## 1270 <NA> rarely <NA> graduated
## 1271 mostly anything rarely never graduated
## 1272 mostly anything socially never graduated
## 1273 vegetarian socially <NA> graduated
## 1274 <NA> often sometimes graduated
## 1275 mostly anything not at all never working
## 1276 mostly anything often <NA> graduated
## 1277 <NA> socially never graduated
## 1278 <NA> rarely never working
## 1279 mostly anything socially <NA> graduated
## 1280 mostly anything socially never graduated
## 1281 <NA> rarely never graduated
## 1282 mostly anything socially never graduated
## 1283 strictly anything socially never working
## 1284 mostly vegetarian socially never working
## 1285 <NA> often never graduated
## 1286 <NA> not at all never graduated
## 1287 <NA> socially never <NA>
## 1288 mostly anything socially never working
## 1289 anything <NA> never <NA>
## 1290 anything socially never graduated
## 1291 mostly vegetarian socially never <NA>
## 1292 <NA> socially never graduated
## 1293 <NA> socially never graduated
## 1294 <NA> socially never working
## 1295 <NA> rarely never graduated
## 1296 mostly vegan socially never working
## 1297 <NA> socially never graduated
## 1298 <NA> rarely never graduated
## 1299 strictly anything socially never graduated
## 1300 <NA> not at all never working
## 1301 mostly anything socially never graduated
## 1302 anything socially never working
## 1303 strictly other socially never graduated
## 1304 <NA> socially <NA> graduated
## 1305 mostly anything often never graduated
## 1306 <NA> socially <NA> graduated
## 1307 <NA> socially never graduated
## 1308 mostly anything socially never college/university
## 1309 mostly anything socially <NA> graduated
## 1310 <NA> socially never working
## 1311 anything often <NA> graduated
## 1312 other rarely never graduated
## 1313 <NA> socially never <NA>
## 1314 mostly anything not at all never working
## 1315 <NA> <NA> never graduated
## 1316 anything socially never graduated
## 1317 mostly vegan rarely <NA> <NA>
## 1318 mostly other not at all <NA> graduated
## 1319 mostly anything rarely never college/university
## 1320 mostly anything socially never graduated
## 1321 strictly anything not at all sometimes graduated
## 1322 <NA> socially sometimes graduated
## 1323 mostly anything socially never graduated
## 1324 strictly anything socially never graduated
## 1325 mostly vegetarian socially never graduated
## 1326 anything socially never graduated
## 1327 <NA> often <NA> graduated
## 1328 mostly anything socially never working
## 1329 mostly anything socially never graduated
## 1330 mostly anything socially never graduated
## 1331 mostly anything socially never graduated
## 1332 <NA> not at all never graduated
## 1333 mostly anything socially never graduated
## 1334 mostly anything often <NA> graduated
## 1335 mostly vegetarian socially <NA> graduated
## 1336 mostly anything socially never graduated
## 1337 mostly anything socially never graduated
## 1338 mostly vegetarian socially never graduated
## 1339 <NA> <NA> <NA> graduated
## 1340 mostly anything socially never dropped
## 1341 mostly anything socially never graduated
## 1342 mostly anything socially <NA> graduated
## 1343 <NA> socially <NA> graduated
## 1344 mostly anything socially never <NA>
## 1345 <NA> socially <NA> graduated
## 1346 strictly vegetarian socially <NA> working
## 1347 strictly anything socially <NA> graduated
## 1348 <NA> not at all never <NA>
## 1349 strictly anything often sometimes working
## 1350 anything socially <NA> working
## 1351 <NA> socially never graduated
## 1352 anything socially never graduated
## 1353 mostly anything rarely never graduated
## 1354 mostly anything socially never graduated
## 1355 <NA> socially never graduated
## 1356 <NA> socially never graduated
## 1357 <NA> socially never dropped
## 1358 mostly anything socially <NA> working
## 1359 <NA> rarely never graduated
## 1360 mostly anything socially <NA> graduated
## 1361 <NA> not at all never dropped
## 1362 mostly anything socially sometimes graduated
## 1363 <NA> rarely never graduated
## 1364 <NA> socially never working
## 1365 anything socially never working
## 1366 strictly vegetarian not at all never <NA>
## 1367 strictly halal often sometimes working
## 1368 mostly vegetarian socially never graduated
## 1369 <NA> socially never graduated
## 1370 mostly anything socially <NA> graduated
## 1371 <NA> socially never graduated
## 1372 mostly anything socially <NA> working
## 1373 <NA> rarely never graduated
## 1374 <NA> socially never graduated
## 1375 <NA> rarely never working
## 1376 <NA> socially <NA> graduated
## 1377 <NA> socially sometimes graduated
## 1378 strictly anything desperately sometimes working
## 1379 <NA> socially <NA> graduated
## 1380 strictly anything often sometimes graduated
## 1381 mostly anything socially never graduated
## 1382 <NA> <NA> never <NA>
## 1383 <NA> often <NA> graduated
## 1384 strictly vegan often sometimes graduated
## 1385 mostly anything socially <NA> working
## 1386 <NA> socially never graduated
## 1387 <NA> socially never working
## 1388 mostly vegetarian socially never dropped
## 1389 mostly anything desperately <NA> graduated
## 1390 mostly anything socially never graduated
## 1391 mostly anything socially never graduated
## 1392 <NA> socially <NA> graduated
## 1393 mostly anything not at all never <NA>
## 1394 <NA> socially never graduated
## 1395 <NA> socially <NA> graduated
## 1396 <NA> rarely never graduated
## 1397 mostly anything socially <NA> graduated
## 1398 mostly anything socially never graduated
## 1399 anything socially <NA> graduated
## 1400 mostly anything socially <NA> graduated
## 1401 mostly anything socially never graduated
## 1402 strictly anything socially <NA> <NA>
## 1403 <NA> rarely never graduated
## 1404 mostly anything rarely never working
## 1405 strictly anything often sometimes graduated
## 1406 mostly anything socially never graduated
## 1407 <NA> socially sometimes graduated
## 1408 <NA> socially <NA> graduated
## 1409 anything socially never working
## 1410 mostly anything socially never working
## 1411 <NA> socially never working
## 1412 mostly anything socially never graduated
## 1413 anything socially never working
## 1414 anything socially <NA> graduated
## 1415 <NA> socially never graduated
## 1416 anything socially never graduated
## 1417 <NA> socially never graduated
## 1418 mostly anything socially never graduated
## 1419 mostly anything socially never graduated
## 1420 mostly anything socially <NA> graduated
## 1421 strictly anything socially never graduated
## 1422 strictly anything often <NA> graduated
## 1423 <NA> often <NA> graduated
## 1424 <NA> <NA> never <NA>
## 1425 mostly anything socially sometimes graduated
## 1426 mostly anything not at all never working
## 1427 <NA> not at all never <NA>
## 1428 mostly anything socially never graduated
## 1429 <NA> socially <NA> graduated
## 1430 <NA> desperately <NA> graduated
## 1431 <NA> socially <NA> graduated
## 1432 strictly anything socially sometimes graduated
## 1433 mostly anything socially never working
## 1434 <NA> <NA> <NA> graduated
## 1435 strictly vegetarian not at all never dropped
## 1436 anything socially never graduated
## 1437 <NA> rarely never college/university
## 1438 <NA> socially never <NA>
## 1439 <NA> often never graduated
## 1440 strictly anything rarely <NA> <NA>
## 1441 <NA> <NA> <NA> working
## 1442 anything socially <NA> graduated
## 1443 anything socially never graduated
## 1444 <NA> socially never working
## 1445 <NA> socially <NA> graduated
## 1446 <NA> socially sometimes graduated
## 1447 mostly anything socially never graduated
## 1448 <NA> socially never <NA>
## 1449 <NA> socially never working
## 1450 mostly anything socially sometimes graduated
## 1451 mostly anything socially sometimes working
## 1452 strictly anything not at all never space
## 1453 mostly anything socially never working
## 1454 mostly anything often <NA> graduated
## 1455 anything very often never <NA>
## 1456 mostly vegan socially never graduated
## 1457 strictly anything socially never working
## 1458 mostly anything rarely never working
## 1459 mostly anything socially never graduated
## 1460 anything rarely sometimes graduated
## 1461 strictly anything socially never graduated
## 1462 anything socially never working
## 1463 strictly anything socially <NA> working
## 1464 mostly vegetarian socially never graduated
## 1465 mostly anything socially sometimes working
## 1466 <NA> socially sometimes working
## 1467 <NA> socially never graduated
## 1468 <NA> socially never working
## 1469 <NA> socially <NA> graduated
## 1470 <NA> socially never <NA>
## 1471 <NA> often never <NA>
## 1472 mostly vegetarian socially sometimes graduated
## 1473 mostly anything socially never graduated
## 1474 <NA> socially never graduated
## 1475 mostly vegetarian socially never graduated
## 1476 strictly anything socially never graduated
## 1477 <NA> socially never graduated
## 1478 <NA> socially never graduated
## 1479 mostly anything socially never graduated
## 1480 strictly anything socially <NA> college/university
## 1481 anything socially <NA> graduated
## 1482 <NA> <NA> never graduated
## 1483 anything socially never graduated
## 1484 anything often <NA> graduated
## 1485 anything socially never working
## 1486 <NA> <NA> never graduated
## 1487 mostly anything socially never graduated
## 1488 <NA> rarely never graduated
## 1489 mostly anything socially <NA> <NA>
## 1490 anything rarely never graduated
## 1491 anything socially <NA> graduated
## 1492 <NA> socially never graduated
## 1493 <NA> socially never working
## 1494 <NA> socially never working
## 1495 <NA> socially never graduated
## 1496 vegetarian socially never working
## 1497 mostly anything socially <NA> working
## 1498 mostly anything socially never graduated
## 1499 strictly vegetarian often never graduated
## 1500 <NA> rarely never graduated
## 1501 <NA> socially never graduated
## 1502 strictly anything socially never graduated
## 1503 <NA> <NA> <NA> graduated
## 1504 <NA> socially never graduated
## 1505 mostly anything socially never graduated
## 1506 mostly vegetarian rarely never graduated
## 1507 anything rarely never two-year
## 1508 <NA> socially never graduated
## 1509 <NA> socially never graduated
## 1510 mostly anything socially never graduated
## 1511 mostly anything socially never graduated
## 1512 <NA> socially never graduated
## 1513 mostly vegetarian socially <NA> graduated
## 1514 mostly anything socially never graduated
## 1515 anything socially never graduated
## 1516 mostly anything often <NA> graduated
## 1517 <NA> socially <NA> <NA>
## 1518 mostly other socially <NA> graduated
## 1519 <NA> socially never graduated
## 1520 strictly anything socially sometimes space
## 1521 mostly anything socially never graduated
## 1522 strictly anything socially never graduated
## 1523 mostly vegetarian socially sometimes working
## 1524 mostly anything <NA> <NA> graduated
## 1525 mostly anything socially never graduated
## 1526 mostly anything socially never graduated
## 1527 <NA> socially <NA> graduated
## 1528 <NA> socially never graduated
## 1529 strictly anything socially <NA> <NA>
## 1530 <NA> socially never graduated
## 1531 mostly anything socially <NA> graduated
## 1532 strictly anything not at all never graduated
## 1533 mostly anything socially never graduated
## 1534 anything socially never college/university
## 1535 strictly anything socially never <NA>
## 1536 strictly anything socially never graduated
## 1537 mostly anything often <NA> graduated
## 1538 <NA> socially never graduated
## 1539 mostly vegetarian often sometimes <NA>
## 1540 <NA> <NA> never <NA>
## 1541 mostly anything socially <NA> graduated
## 1542 strictly anything socially never graduated
## 1543 mostly anything socially never graduated
## 1544 <NA> socially never <NA>
## 1545 mostly anything socially sometimes graduated
## 1546 <NA> not at all never working
## 1547 <NA> socially sometimes dropped
## 1548 mostly anything socially sometimes graduated
## 1549 anything socially <NA> graduated
## 1550 mostly anything socially never graduated
## 1551 <NA> socially never graduated
## 1552 <NA> socially never graduated
## 1553 mostly anything socially never working
## 1554 strictly anything socially never graduated
## 1555 anything socially never graduated
## 1556 <NA> socially never graduated
## 1557 <NA> socially <NA> graduated
## 1558 <NA> socially sometimes dropped
## 1559 <NA> socially never working
## 1560 <NA> socially <NA> college/university
## 1561 strictly anything socially sometimes working
## 1562 anything often <NA> graduated
## 1563 anything socially never graduated
## 1564 <NA> socially sometimes graduated
## 1565 <NA> socially never working
## 1566 anything socially sometimes graduated
## 1567 <NA> socially never graduated
## 1568 mostly anything often never working
## 1569 mostly anything socially sometimes working
## 1570 strictly anything socially sometimes graduated
## 1571 <NA> socially never working
## 1572 mostly anything <NA> <NA> dropped
## 1573 strictly anything socially never graduated
## 1574 strictly other socially never college/university
## 1575 anything socially never graduated
## 1576 anything often <NA> graduated
## 1577 <NA> socially <NA> graduated
## 1578 mostly anything socially never graduated
## 1579 vegetarian socially <NA> graduated
## 1580 mostly anything socially never graduated
## 1581 <NA> socially never graduated
## 1582 anything socially sometimes graduated
## 1583 <NA> socially never working
## 1584 mostly vegetarian socially never working
## 1585 mostly anything socially never graduated
## 1586 <NA> often never graduated
## 1587 mostly anything rarely never graduated
## 1588 strictly anything socially never graduated
## 1589 <NA> often <NA> graduated
## 1590 mostly other rarely <NA> graduated
## 1591 mostly other socially sometimes graduated
## 1592 <NA> socially never graduated
## 1593 mostly vegetarian socially <NA> graduated
## 1594 <NA> socially never graduated
## 1595 <NA> rarely never <NA>
## 1596 <NA> socially <NA> graduated
## 1597 <NA> socially sometimes graduated
## 1598 mostly anything <NA> never graduated
## 1599 other socially never graduated
## 1600 <NA> not at all never graduated
## 1601 mostly anything socially never graduated
## 1602 strictly anything socially never graduated
## 1603 <NA> socially never <NA>
## 1604 mostly anything socially never graduated
## 1605 <NA> socially <NA> graduated
## 1606 <NA> rarely sometimes working
## 1607 mostly other socially never graduated
## 1608 <NA> socially never graduated
## 1609 <NA> socially sometimes graduated
## 1610 anything socially never graduated
## 1611 mostly other not at all never graduated
## 1612 mostly vegetarian socially <NA> graduated
## 1613 strictly vegan socially <NA> graduated
## 1614 <NA> socially never graduated
## 1615 mostly anything socially never graduated
## 1616 strictly anything socially sometimes working
## 1617 mostly anything desperately sometimes graduated
## 1618 strictly other socially <NA> working
## 1619 strictly anything socially <NA> working
## 1620 mostly vegetarian socially <NA> graduated
## 1621 strictly vegan often <NA> <NA>
## 1622 mostly anything socially never graduated
## 1623 anything socially never graduated
## 1624 mostly anything socially never graduated
## 1625 mostly anything socially <NA> graduated
## 1626 <NA> socially <NA> college/university
## 1627 mostly anything <NA> <NA> working
## 1628 mostly vegetarian rarely never graduated
## 1629 mostly anything rarely never graduated
## 1630 <NA> socially sometimes graduated
## 1631 mostly anything rarely never graduated
## 1632 <NA> socially never graduated
## 1633 anything socially <NA> graduated
## 1634 mostly anything socially <NA> graduated
## 1635 <NA> socially never graduated
## 1636 mostly vegetarian socially <NA> working
## 1637 mostly vegetarian not at all never graduated
## 1638 anything socially never graduated
## 1639 mostly anything rarely never graduated
## 1640 mostly anything socially never graduated
## 1641 <NA> socially sometimes graduated
## 1642 mostly anything rarely never graduated
## 1643 mostly vegetarian rarely never working
## 1644 strictly anything socially never dropped
## 1645 <NA> socially sometimes <NA>
## 1646 mostly anything rarely <NA> graduated
## 1647 <NA> not at all sometimes working
## 1648 anything socially never graduated
## 1649 <NA> socially never graduated
## 1650 strictly vegetarian socially never graduated
## 1651 <NA> socially <NA> working
## 1652 <NA> <NA> <NA> <NA>
## 1653 <NA> socially never working
## 1654 <NA> socially never graduated
## 1655 <NA> very often never working
## 1656 mostly anything socially never graduated
## 1657 mostly anything socially <NA> graduated
## 1658 <NA> socially <NA> graduated
## 1659 mostly anything socially never graduated
## 1660 <NA> socially never graduated
## 1661 <NA> <NA> never <NA>
## 1662 <NA> socially <NA> graduated
## 1663 <NA> socially never working
## 1664 <NA> often never working
## 1665 mostly anything very often never graduated
## 1666 mostly anything socially never graduated
## 1667 mostly vegetarian socially never graduated
## 1668 strictly anything socially <NA> graduated
## 1669 mostly anything rarely <NA> working
## 1670 <NA> socially <NA> <NA>
## 1671 <NA> socially never <NA>
## 1672 strictly anything socially <NA> working
## 1673 anything socially never graduated
## 1674 <NA> socially never graduated
## 1675 <NA> often sometimes graduated
## 1676 anything socially never graduated
## 1677 mostly vegetarian socially never working
## 1678 mostly anything socially never working
## 1679 vegetarian not at all never <NA>
## 1680 strictly anything socially never graduated
## 1681 mostly other socially sometimes working
## 1682 strictly vegan rarely never graduated
## 1683 <NA> often <NA> graduated
## 1684 <NA> rarely never graduated
## 1685 <NA> rarely never <NA>
## 1686 <NA> socially never graduated
## 1687 strictly anything socially never graduated
## 1688 <NA> socially sometimes dropped
## 1689 mostly anything socially never graduated
## 1690 anything rarely never graduated
## 1691 anything socially <NA> graduated
## 1692 mostly vegetarian socially never graduated
## 1693 <NA> socially never <NA>
## 1694 mostly anything socially never graduated
## 1695 mostly anything socially never working
## 1696 anything often <NA> <NA>
## 1697 mostly anything socially sometimes working
## 1698 mostly anything socially never graduated
## 1699 mostly anything socially never graduated
## 1700 <NA> socially never working
## 1701 <NA> not at all never graduated
## 1702 strictly anything often never working
## 1703 <NA> socially never graduated
## 1704 <NA> often sometimes working
## 1705 <NA> socially <NA> graduated
## 1706 <NA> socially never graduated
## 1707 <NA> socially never graduated
## 1708 mostly anything often never graduated
## 1709 mostly anything socially never working
## 1710 <NA> rarely <NA> graduated
## 1711 <NA> socially never graduated
## 1712 <NA> socially <NA> graduated
## 1713 <NA> socially <NA> working
## 1714 <NA> often sometimes <NA>
## 1715 mostly anything socially never graduated
## 1716 mostly anything often never graduated
## 1717 anything socially never graduated
## 1718 <NA> rarely never graduated
## 1719 <NA> socially <NA> working
## 1720 mostly anything socially never graduated
## 1721 <NA> socially <NA> graduated
## 1722 <NA> socially <NA> graduated
## 1723 <NA> socially never graduated
## 1724 mostly anything socially never graduated
## 1725 anything socially never graduated
## 1726 <NA> socially never graduated
## 1727 anything rarely never graduated
## 1728 mostly anything socially sometimes <NA>
## 1729 mostly anything socially never graduated
## 1730 <NA> socially never graduated
## 1731 mostly vegan rarely never graduated
## 1732 <NA> <NA> <NA> <NA>
## 1733 mostly anything socially never graduated
## 1734 <NA> not at all never graduated
## 1735 <NA> socially sometimes graduated
## 1736 mostly anything socially never graduated
## 1737 <NA> socially never graduated
## 1738 <NA> socially sometimes <NA>
## 1739 strictly other socially sometimes graduated
## 1740 <NA> socially never graduated
## 1741 mostly anything socially <NA> graduated
## 1742 mostly anything socially never graduated
## 1743 <NA> <NA> never <NA>
## 1744 <NA> socially never graduated
## 1745 mostly vegetarian rarely <NA> graduated
## 1746 mostly anything socially never graduated
## 1747 mostly anything socially never graduated
## 1748 <NA> socially never working
## 1749 mostly anything socially sometimes graduated
## 1750 mostly kosher socially never graduated
## 1751 mostly anything socially never graduated
## 1752 strictly anything socially never graduated
## 1753 mostly anything socially never graduated
## 1754 anything socially never graduated
## 1755 <NA> <NA> <NA> <NA>
## 1756 <NA> socially never graduated
## 1757 mostly other socially never graduated
## 1758 mostly anything socially never graduated
## 1759 <NA> socially never masters
## 1760 <NA> socially never working
## 1761 <NA> socially <NA> graduated
## 1762 anything socially never dropped
## 1763 <NA> socially never graduated
## 1764 mostly anything socially never graduated
## 1765 <NA> socially never graduated
## 1766 mostly vegetarian often <NA> graduated
## 1767 mostly anything socially never graduated
## 1768 mostly anything <NA> <NA> graduated
## 1769 <NA> not at all never graduated
## 1770 mostly vegetarian not at all never graduated
## 1771 <NA> often never graduated
## 1772 anything often <NA> working
## 1773 mostly vegetarian socially never graduated
## 1774 mostly anything socially never graduated
## 1775 mostly anything socially <NA> graduated
## 1776 anything often <NA> working
## 1777 <NA> rarely never graduated
## 1778 mostly vegetarian often often graduated
## 1779 mostly vegan socially never dropped
## 1780 <NA> socially never graduated
## 1781 mostly anything socially never graduated
## 1782 mostly anything socially never graduated
## 1783 mostly vegetarian socially never graduated
## 1784 <NA> socially <NA> graduated
## 1785 mostly anything socially never graduated
## 1786 <NA> socially never graduated
## 1787 <NA> socially never graduated
## 1788 mostly anything socially never working
## 1789 strictly anything socially <NA> graduated
## 1790 strictly anything socially never graduated
## 1791 <NA> <NA> <NA> <NA>
## 1792 anything socially sometimes working
## 1793 strictly anything socially <NA> graduated
## 1794 mostly anything socially never graduated
## 1795 strictly anything socially <NA> graduated
## 1796 <NA> <NA> never <NA>
## 1797 strictly anything rarely sometimes <NA>
## 1798 strictly anything not at all never graduated
## 1799 <NA> not at all never working
## 1800 strictly other socially sometimes working
## 1801 mostly anything socially <NA> <NA>
## 1802 mostly anything socially never working
## 1803 mostly anything often sometimes working
## 1804 <NA> socially sometimes graduated
## 1805 <NA> socially never working
## 1806 mostly anything socially <NA> graduated
## 1807 <NA> socially never working
## 1808 <NA> socially never graduated
## 1809 mostly anything socially never graduated
## 1810 <NA> socially never graduated
## 1811 mostly anything often never graduated
## 1812 <NA> socially never graduated
## 1813 strictly anything socially never graduated
## 1814 strictly anything desperately never graduated
## 1815 anything socially sometimes dropped
## 1816 <NA> socially <NA> graduated
## 1817 mostly anything socially <NA> graduated
## 1818 mostly anything not at all never graduated
## 1819 <NA> socially never graduated
## 1820 mostly vegetarian socially <NA> graduated
## 1821 <NA> socially never graduated
## 1822 <NA> socially <NA> graduated
## 1823 strictly anything rarely never graduated
## 1824 anything socially never working
## 1825 strictly anything rarely never graduated
## 1826 mostly anything socially never graduated
## 1827 anything socially sometimes graduated
## 1828 <NA> rarely <NA> graduated
## 1829 anything socially <NA> graduated
## 1830 <NA> socially sometimes graduated
## 1831 strictly vegetarian <NA> never graduated
## 1832 mostly anything socially <NA> <NA>
## 1833 mostly anything often never <NA>
## 1834 mostly anything not at all never graduated
## 1835 <NA> rarely sometimes <NA>
## 1836 strictly anything not at all never working
## 1837 mostly anything socially <NA> working
## 1838 <NA> socially never working
## 1839 <NA> rarely never graduated
## 1840 <NA> socially never graduated
## 1841 anything socially never graduated
## 1842 mostly anything socially never graduated
## 1843 <NA> often never graduated
## 1844 strictly anything socially sometimes graduated
## 1845 <NA> socially never graduated
## 1846 mostly anything rarely never graduated
## 1847 <NA> often never graduated
## 1848 strictly vegetarian socially <NA> graduated
## 1849 anything socially never graduated
## 1850 anything socially never graduated
## 1851 mostly anything socially never graduated
## 1852 strictly vegan socially sometimes working
## 1853 strictly anything often sometimes graduated
## 1854 <NA> socially sometimes graduated
## 1855 mostly anything socially never graduated
## 1856 mostly other socially never graduated
## 1857 mostly anything rarely never graduated
## 1858 <NA> often never working
## 1859 <NA> socially <NA> working
## 1860 <NA> socially never graduated
## 1861 anything socially sometimes graduated
## 1862 mostly anything often sometimes working
## 1863 <NA> socially <NA> graduated
## 1864 <NA> rarely never working
## 1865 strictly anything socially never graduated
## 1866 <NA> socially <NA> graduated
## 1867 strictly anything desperately never graduated
## 1868 <NA> rarely never working
## 1869 mostly anything socially never working
## 1870 <NA> socially never graduated
## 1871 mostly anything socially <NA> working
## 1872 mostly anything socially <NA> <NA>
## 1873 <NA> not at all never graduated
## 1874 <NA> <NA> never <NA>
## 1875 mostly anything not at all sometimes graduated
## 1876 <NA> socially never graduated
## 1877 mostly vegetarian socially never graduated
## 1878 mostly anything socially never graduated
## 1879 vegetarian rarely never graduated
## 1880 mostly vegetarian socially sometimes working
## 1881 <NA> socially never <NA>
## 1882 mostly anything often sometimes graduated
## 1883 <NA> socially never working
## 1884 mostly anything socially sometimes graduated
## 1885 mostly anything socially never working
## 1886 <NA> socially never graduated
## 1887 <NA> socially never <NA>
## 1888 <NA> socially <NA> graduated
## 1889 anything socially never graduated
## 1890 <NA> socially never graduated
## 1891 <NA> socially <NA> graduated
## 1892 mostly anything socially never graduated
## 1893 mostly vegetarian socially <NA> working
## 1894 mostly vegetarian socially never graduated
## 1895 mostly anything socially never working
## 1896 strictly anything rarely never graduated
## 1897 <NA> socially never <NA>
## 1898 <NA> socially <NA> working
## 1899 mostly anything <NA> never graduated
## 1900 anything socially never graduated
## 1901 mostly vegan not at all never graduated
## 1902 mostly anything socially never graduated
## 1903 <NA> often sometimes graduated
## 1904 mostly anything socially sometimes working
## 1905 mostly anything rarely never graduated
## 1906 mostly other socially sometimes <NA>
## 1907 <NA> often never <NA>
## 1908 <NA> socially never working
## 1909 anything socially never graduated
## 1910 <NA> socially <NA> graduated
## 1911 mostly anything socially sometimes working
## 1912 <NA> socially <NA> graduated
## 1913 mostly anything socially never graduated
## 1914 mostly anything socially never working
## 1915 <NA> not at all never graduated
## 1916 strictly anything socially <NA> graduated
## 1917 <NA> rarely never graduated
## 1918 <NA> socially <NA> graduated
## 1919 mostly anything socially <NA> graduated
## 1920 <NA> socially <NA> graduated
## 1921 mostly vegetarian socially never graduated
## 1922 <NA> socially never graduated
## 1923 <NA> <NA> never working
## 1924 <NA> often <NA> graduated
## 1925 <NA> socially <NA> graduated
## 1926 <NA> <NA> never <NA>
## 1927 mostly vegetarian not at all never graduated
## 1928 <NA> socially never graduated
## 1929 mostly anything socially never graduated
## 1930 anything rarely never dropped
## 1931 mostly anything not at all sometimes graduated
## 1932 <NA> socially <NA> graduated
## 1933 <NA> socially never graduated
## 1934 <NA> rarely never graduated
## 1935 mostly anything socially never working
## 1936 anything <NA> <NA> graduated
## 1937 anything rarely never working
## 1938 <NA> not at all sometimes working
## 1939 strictly anything socially never graduated
## 1940 mostly anything socially sometimes graduated
## 1941 anything not at all never graduated
## 1942 mostly anything often never graduated
## 1943 <NA> rarely never dropped
## 1944 mostly anything not at all never working
## 1945 mostly anything rarely never <NA>
## 1946 <NA> often <NA> working
## 1947 strictly anything socially never working
## 1948 mostly anything socially <NA> dropped
## 1949 mostly anything rarely never graduated
## 1950 <NA> socially never graduated
## 1951 mostly anything not at all never working
## 1952 <NA> rarely never working
## 1953 <NA> socially never graduated
## 1954 mostly vegetarian socially <NA> graduated
## 1955 strictly anything socially never working
## 1956 mostly anything socially never graduated
## 1957 mostly anything socially sometimes working
## 1958 mostly anything not at all never working
## 1959 mostly anything often sometimes graduated
## 1960 <NA> socially never working
## 1961 mostly vegetarian socially <NA> dropped
## 1962 strictly anything socially never graduated
## 1963 mostly anything socially never graduated
## 1964 mostly vegetarian socially <NA> graduated
## 1965 strictly anything socially never graduated
## 1966 vegan <NA> <NA> <NA>
## 1967 mostly anything socially never <NA>
## 1968 <NA> socially sometimes working
## 1969 mostly anything socially never working
## 1970 mostly anything rarely never working
## 1971 <NA> not at all never <NA>
## 1972 <NA> socially never working
## 1973 halal not at all never working
## 1974 <NA> <NA> never <NA>
## 1975 mostly anything rarely never graduated
## 1976 <NA> not at all never <NA>
## 1977 strictly anything socially never graduated
## 1978 <NA> socially never <NA>
## 1979 <NA> <NA> <NA> <NA>
## 1980 anything socially <NA> <NA>
## 1981 anything rarely never graduated
## 1982 mostly anything often never <NA>
## 1983 <NA> rarely never working
## 1984 mostly anything socially never working
## 1985 <NA> often sometimes graduated
## 1986 strictly anything socially never graduated
## 1987 <NA> socially never graduated
## 1988 strictly anything socially never graduated
## 1989 <NA> socially sometimes graduated
## 1990 <NA> socially sometimes dropped
## 1991 mostly anything socially never working
## 1992 anything socially never working
## 1993 <NA> not at all never graduated
## 1994 anything often never graduated
## 1995 <NA> often never graduated
## 1996 <NA> socially never graduated
## 1997 <NA> rarely never working
## 1998 <NA> socially never working
## 1999 <NA> socially never graduated
## 2000 <NA> socially <NA> graduated
## 2001 <NA> rarely never working
## 2002 strictly anything socially never working
## 2003 <NA> socially never graduated
## 2004 <NA> rarely never graduated
## 2005 <NA> socially never graduated
## 2006 <NA> rarely never graduated
## 2007 <NA> socially <NA> graduated
## 2008 <NA> socially never working
## 2009 <NA> rarely never <NA>
## 2010 <NA> rarely never graduated
## 2011 anything socially <NA> graduated
## 2012 mostly anything socially <NA> graduated
## 2013 mostly anything socially never graduated
## 2014 <NA> socially never graduated
## 2015 anything socially never graduated
## 2016 <NA> socially <NA> working
## 2017 strictly vegetarian not at all never graduated
## 2018 <NA> rarely never graduated
## 2019 anything socially never graduated
## 2020 vegetarian socially <NA> graduated
## 2021 strictly anything rarely never working
## 2022 <NA> socially never <NA>
## 2023 mostly anything <NA> never graduated
## 2024 anything socially never graduated
## 2025 <NA> socially <NA> working
## 2026 strictly anything very often sometimes graduated
## 2027 mostly vegetarian socially never graduated
## 2028 mostly anything socially never graduated
## 2029 mostly anything socially <NA> graduated
## 2030 <NA> socially never <NA>
## 2031 mostly vegetarian socially <NA> graduated
## 2032 <NA> <NA> sometimes graduated
## 2033 anything socially never graduated
## 2034 strictly anything socially sometimes graduated
## 2035 mostly anything often <NA> graduated
## 2036 <NA> socially never working
## 2037 <NA> socially <NA> working
## 2038 <NA> socially never graduated
## 2039 mostly vegetarian socially never graduated
## 2040 strictly anything often <NA> graduated
## 2041 other socially never graduated
## 2042 strictly anything <NA> <NA> graduated
## 2043 mostly anything socially never working
## 2044 <NA> rarely never graduated
## 2045 vegetarian socially never working
## 2046 mostly halal not at all never graduated
## 2047 <NA> not at all never graduated
## 2048 mostly vegetarian socially sometimes working
## 2049 mostly vegan rarely <NA> graduated
## 2050 <NA> socially sometimes working
## 2051 strictly vegetarian socially sometimes working
## 2052 <NA> not at all never dropped
## 2053 <NA> socially never graduated
## 2054 anything socially never graduated
## 2055 <NA> socially never graduated
## 2056 <NA> socially never working
## 2057 anything socially never graduated
## 2058 mostly anything socially never graduated
## 2059 <NA> socially never <NA>
## 2060 <NA> often sometimes graduated
## 2061 mostly anything often sometimes two-year
## 2062 <NA> socially never graduated
## 2063 <NA> not at all never working
## 2064 <NA> socially never graduated
## 2065 mostly anything socially never graduated
## 2066 strictly anything socially sometimes working
## 2067 <NA> often sometimes graduated
## 2068 <NA> socially never <NA>
## 2069 mostly anything socially never graduated
## 2070 mostly anything socially never graduated
## 2071 strictly anything not at all never graduated
## 2072 mostly anything socially <NA> graduated
## 2073 <NA> often never graduated
## 2074 <NA> often <NA> dropped
## 2075 <NA> socially never graduated
## 2076 mostly anything socially never working
## 2077 mostly anything socially never working
## 2078 mostly anything socially never dropped
## 2079 mostly anything not at all never working
## 2080 mostly anything not at all never dropped
## 2081 anything socially never graduated
## 2082 strictly anything socially sometimes graduated
## 2083 mostly other often <NA> graduated
## 2084 <NA> not at all <NA> graduated
## 2085 mostly anything socially never graduated
## 2086 <NA> socially never graduated
## 2087 anything socially never graduated
## 2088 anything socially sometimes working
## 2089 mostly anything socially never graduated
## 2090 <NA> <NA> <NA> <NA>
## 2091 <NA> socially sometimes graduated
## 2092 mostly anything socially never working
## 2093 mostly anything socially sometimes graduated
## 2094 strictly anything socially <NA> two-year
## 2095 anything socially never working
## 2096 mostly anything socially never graduated
## 2097 mostly anything socially never graduated
## 2098 strictly anything socially <NA> graduated
## 2099 strictly anything often never graduated
## 2100 anything socially never graduated
## 2101 other often never <NA>
## 2102 <NA> socially never graduated
## 2103 <NA> socially never graduated
## 2104 mostly other socially never graduated
## 2105 <NA> socially <NA> <NA>
## 2106 anything socially <NA> graduated
## 2107 <NA> <NA> <NA> graduated
## 2108 mostly anything socially never working
## 2109 strictly anything socially never working
## 2110 anything socially <NA> graduated
## 2111 mostly anything socially sometimes working
## 2112 strictly vegan not at all never graduated
## 2113 anything not at all never graduated
## 2114 mostly anything socially never graduated
## 2115 mostly anything socially never graduated
## 2116 mostly vegetarian socially never working
## 2117 mostly anything socially never graduated
## 2118 anything socially never graduated
## 2119 vegetarian socially never graduated
## 2120 <NA> socially <NA> graduated
## 2121 <NA> rarely never graduated
## 2122 <NA> socially never <NA>
## 2123 <NA> socially never graduated
## 2124 <NA> socially never graduated
## 2125 <NA> often sometimes graduated
## 2126 <NA> socially never graduated
## 2127 <NA> rarely <NA> graduated
## 2128 <NA> socially never working
## 2129 anything often sometimes graduated
## 2130 mostly anything socially never graduated
## 2131 mostly anything rarely never graduated
## 2132 strictly vegetarian rarely never graduated
## 2133 mostly anything rarely never working
## 2134 <NA> rarely never working
## 2135 <NA> socially never working
## 2136 <NA> socially never graduated
## 2137 mostly anything socially never graduated
## 2138 <NA> socially <NA> <NA>
## 2139 <NA> not at all never graduated
## 2140 mostly anything often sometimes graduated
## 2141 strictly vegan not at all never graduated
## 2142 <NA> socially <NA> graduated
## 2143 <NA> often never dropped
## 2144 anything socially <NA> graduated
## 2145 mostly anything socially never graduated
## 2146 strictly vegetarian socially never graduated
## 2147 anything socially sometimes <NA>
## 2148 mostly anything socially never graduated
## 2149 mostly anything socially never graduated
## 2150 mostly anything socially never graduated
## 2151 anything socially never graduated
## 2152 mostly anything socially sometimes <NA>
## 2153 strictly anything socially <NA> working
## 2154 anything socially <NA> working
## 2155 <NA> socially <NA> graduated
## 2156 mostly anything socially never graduated
## 2157 vegetarian socially never working
## 2158 <NA> socially never graduated
## 2159 mostly anything socially never graduated
## 2160 mostly vegetarian socially never graduated
## 2161 <NA> socially never college/university
## 2162 <NA> socially never working
## 2163 <NA> socially <NA> graduated
## 2164 <NA> socially never graduated
## 2165 <NA> often sometimes <NA>
## 2166 mostly anything socially never graduated
## 2167 mostly anything socially never graduated
## 2168 strictly anything socially never dropped
## 2169 <NA> socially never graduated
## 2170 mostly vegetarian often never graduated
## 2171 <NA> socially never graduated
## 2172 other not at all never graduated
## 2173 <NA> rarely never <NA>
## 2174 <NA> rarely never working
## 2175 <NA> socially <NA> graduated
## 2176 mostly anything socially never graduated
## 2177 mostly anything not at all never graduated
## 2178 <NA> rarely never <NA>
## 2179 mostly anything rarely never working
## 2180 mostly anything socially never working
## 2181 mostly anything socially never <NA>
## 2182 strictly anything socially <NA> graduated
## 2183 strictly anything socially never graduated
## 2184 mostly anything socially never graduated
## 2185 mostly anything socially never graduated
## 2186 anything socially sometimes <NA>
## 2187 mostly vegetarian rarely never graduated
## 2188 <NA> socially never working
## 2189 <NA> socially <NA> graduated
## 2190 <NA> socially <NA> graduated
## 2191 strictly anything socially never graduated
## 2192 <NA> <NA> never <NA>
## 2193 <NA> socially <NA> graduated
## 2194 strictly anything socially never graduated
## 2195 anything often never graduated
## 2196 mostly anything rarely <NA> college/university
## 2197 strictly anything socially sometimes graduated
## 2198 anything socially sometimes <NA>
## 2199 anything socially never graduated
## 2200 mostly vegetarian socially <NA> working
## 2201 mostly anything socially <NA> graduated
## 2202 <NA> <NA> <NA> graduated
## 2203 vegetarian <NA> <NA> graduated
## 2204 strictly anything socially never dropped
## 2205 <NA> <NA> <NA> graduated
## 2206 <NA> socially <NA> graduated
## 2207 mostly anything not at all <NA> graduated
## 2208 <NA> socially never graduated
## 2209 <NA> socially never graduated
## 2210 anything socially never graduated
## 2211 <NA> socially never <NA>
## 2212 <NA> rarely <NA> graduated
## 2213 mostly vegetarian <NA> <NA> working
## 2214 <NA> socially sometimes college/university
## 2215 <NA> socially <NA> <NA>
## 2216 anything socially <NA> graduated
## 2217 anything socially <NA> <NA>
## 2218 <NA> <NA> never graduated
## 2219 mostly anything socially never graduated
## 2220 <NA> <NA> never working
## 2221 mostly anything often sometimes graduated
## 2222 anything socially sometimes <NA>
## 2223 mostly anything socially never graduated
## 2224 mostly vegetarian socially never graduated
## 2225 mostly anything socially never graduated
## 2226 <NA> often <NA> <NA>
## 2227 <NA> socially never graduated
## 2228 mostly anything socially never graduated
## 2229 <NA> rarely sometimes graduated
## 2230 mostly anything often never graduated
## 2231 <NA> rarely <NA> graduated
## 2232 mostly vegetarian socially never graduated
## 2233 mostly anything socially never graduated
## 2234 mostly anything socially never graduated
## 2235 mostly anything socially sometimes working
## 2236 anything often sometimes working
## 2237 mostly anything socially never working
## 2238 mostly anything rarely never graduated
## 2239 <NA> rarely never graduated
## 2240 anything rarely never graduated
## 2241 <NA> socially never working
## 2242 <NA> socially <NA> graduated
## 2243 <NA> socially <NA> working
## 2244 anything socially sometimes working
## 2245 <NA> socially never <NA>
## 2246 <NA> socially never graduated
## 2247 mostly anything rarely never working
## 2248 anything socially never working
## 2249 mostly vegan socially sometimes graduated
## 2250 mostly anything socially never graduated
## 2251 <NA> socially sometimes college/university
## 2252 strictly vegetarian socially sometimes working
## 2253 anything socially never graduated
## 2254 anything socially sometimes graduated
## 2255 <NA> socially never graduated
## 2256 anything socially <NA> graduated
## 2257 mostly kosher rarely never working
## 2258 <NA> socially never graduated
## 2259 <NA> socially never working
## 2260 mostly anything socially <NA> graduated
## 2261 anything socially sometimes graduated
## 2262 mostly anything socially sometimes dropped
## 2263 strictly anything socially never graduated
## 2264 <NA> socially never graduated
## 2265 mostly vegan not at all never graduated
## 2266 mostly anything socially never graduated
## 2267 <NA> socially never graduated
## 2268 <NA> socially <NA> <NA>
## 2269 mostly vegetarian socially sometimes graduated
## 2270 anything socially never graduated
## 2271 mostly anything socially never graduated
## 2272 mostly anything socially never graduated
## 2273 strictly anything socially never graduated
## 2274 <NA> socially never <NA>
## 2275 mostly other socially never working
## 2276 strictly anything socially sometimes graduated
## 2277 anything often never graduated
## 2278 <NA> socially never <NA>
## 2279 <NA> socially never graduated
## 2280 <NA> often never graduated
## 2281 <NA> socially sometimes graduated
## 2282 strictly other socially never working
## 2283 <NA> socially never graduated
## 2284 <NA> often never graduated
## 2285 mostly anything socially never graduated
## 2286 strictly anything socially <NA> graduated
## 2287 mostly anything rarely never graduated
## 2288 strictly vegetarian socially <NA> <NA>
## 2289 anything socially <NA> graduated
## 2290 mostly anything rarely never working
## 2291 anything not at all <NA> working
## 2292 mostly anything socially never graduated
## 2293 strictly anything socially never graduated
## 2294 <NA> socially sometimes graduated
## 2295 <NA> <NA> never <NA>
## 2296 mostly anything socially never graduated
## 2297 <NA> socially never graduated
## 2298 mostly anything socially <NA> working
## 2299 <NA> socially never <NA>
## 2300 anything socially never graduated
## 2301 mostly anything socially sometimes graduated
## 2302 mostly anything socially never graduated
## 2303 <NA> socially never graduated
## 2304 <NA> socially never working
## 2305 <NA> not at all never high
## 2306 <NA> socially never <NA>
## 2307 <NA> socially never <NA>
## 2308 mostly other socially sometimes graduated
## 2309 mostly anything not at all never working
## 2310 <NA> often <NA> graduated
## 2311 mostly anything socially never graduated
## 2312 mostly anything socially <NA> dropped
## 2313 mostly vegan rarely <NA> graduated
## 2314 <NA> socially never <NA>
## 2315 anything socially sometimes graduated
## 2316 <NA> <NA> never college/university
## 2317 <NA> socially <NA> dropped
## 2318 vegetarian socially <NA> dropped
## 2319 mostly anything socially sometimes working
## 2320 <NA> socially never graduated
## 2321 <NA> socially never graduated
## 2322 mostly anything <NA> <NA> graduated
## 2323 <NA> socially never graduated
## 2324 mostly anything socially sometimes graduated
## 2325 <NA> rarely never graduated
## 2326 <NA> socially never graduated
## 2327 anything socially <NA> working
## 2328 <NA> socially <NA> <NA>
## 2329 strictly anything socially <NA> working
## 2330 <NA> socially sometimes graduated
## 2331 <NA> socially never working
## 2332 mostly anything socially sometimes graduated
## 2333 <NA> socially never graduated
## 2334 <NA> socially never two-year
## 2335 strictly anything socially never <NA>
## 2336 mostly anything socially never working
## 2337 anything socially never graduated
## 2338 anything socially never two-year
## 2339 <NA> socially never working
## 2340 mostly anything socially <NA> working
## 2341 <NA> socially never <NA>
## 2342 mostly anything socially never graduated
## 2343 mostly other socially never graduated
## 2344 strictly vegan socially sometimes working
## 2345 mostly anything socially never working
## 2346 anything often sometimes dropped
## 2347 anything socially never graduated
## 2348 <NA> socially never <NA>
## 2349 mostly anything socially never working
## 2350 mostly anything socially never dropped
## 2351 mostly anything socially never working
## 2352 <NA> socially never graduated
## 2353 <NA> rarely never graduated
## 2354 <NA> socially never graduated
## 2355 mostly anything <NA> <NA> graduated
## 2356 mostly anything socially <NA> working
## 2357 mostly other rarely <NA> working
## 2358 <NA> socially never college/university
## 2359 mostly anything socially never graduated
## 2360 <NA> socially sometimes graduated
## 2361 anything often sometimes working
## 2362 <NA> socially sometimes graduated
## 2363 strictly anything very often sometimes working
## 2364 <NA> socially never college/university
## 2365 mostly anything socially sometimes graduated
## 2366 mostly anything socially never graduated
## 2367 strictly anything socially never graduated
## 2368 <NA> socially <NA> graduated
## 2369 <NA> socially <NA> graduated
## 2370 <NA> socially sometimes graduated
## 2371 <NA> rarely never dropped
## 2372 anything not at all never graduated
## 2373 <NA> socially never working
## 2374 <NA> socially <NA> graduated
## 2375 <NA> socially never graduated
## 2376 mostly vegetarian socially <NA> graduated
## 2377 anything not at all never graduated
## 2378 strictly vegetarian socially never graduated
## 2379 <NA> socially <NA> graduated
## 2380 <NA> socially never <NA>
## 2381 <NA> socially sometimes working
## 2382 <NA> socially never graduated
## 2383 <NA> socially never <NA>
## 2384 <NA> socially never working
## 2385 anything socially never <NA>
## 2386 mostly anything socially never working
## 2387 mostly anything socially never graduated
## 2388 <NA> socially <NA> graduated
## 2389 <NA> socially never graduated
## 2390 <NA> socially never <NA>
## 2391 <NA> socially <NA> graduated
## 2392 anything socially <NA> masters
## 2393 other socially sometimes working
## 2394 strictly anything rarely never graduated
## 2395 mostly anything socially never graduated
## 2396 mostly anything socially never dropped
## 2397 mostly anything socially never graduated
## 2398 mostly anything not at all never graduated
## 2399 mostly anything socially never graduated
## 2400 <NA> <NA> <NA> graduated
## 2401 <NA> socially never working
## 2402 <NA> socially sometimes graduated
## 2403 <NA> rarely never working
## 2404 mostly anything socially <NA> graduated
## 2405 mostly anything socially sometimes graduated
## 2406 mostly anything often sometimes graduated
## 2407 mostly vegetarian socially never working
## 2408 anything socially never working
## 2409 strictly anything socially never working
## 2410 <NA> socially never working
## 2411 <NA> not at all never working
## 2412 <NA> socially never working
## 2413 <NA> socially sometimes graduated
## 2414 strictly anything socially never graduated
## 2415 <NA> socially sometimes graduated
## 2416 <NA> socially never graduated
## 2417 anything socially never college/university
## 2418 mostly anything socially <NA> graduated
## 2419 mostly anything often never graduated
## 2420 <NA> socially <NA> graduated
## 2421 strictly anything socially never graduated
## 2422 <NA> socially never graduated
## 2423 <NA> socially never working
## 2424 mostly anything socially <NA> working
## 2425 mostly anything socially never graduated
## 2426 strictly vegetarian socially never graduated
## 2427 <NA> socially never graduated
## 2428 <NA> <NA> never <NA>
## 2429 <NA> socially <NA> graduated
## 2430 anything socially never working
## 2431 <NA> socially <NA> graduated
## 2432 <NA> often never graduated
## 2433 <NA> often never graduated
## 2434 <NA> socially sometimes dropped
## 2435 mostly anything socially sometimes graduated
## 2436 mostly anything socially never graduated
## 2437 anything often <NA> graduated
## 2438 strictly anything not at all sometimes dropped
## 2439 <NA> socially never graduated
## 2440 <NA> socially never graduated
## 2441 strictly anything socially never graduated
## 2442 strictly vegetarian often <NA> graduated
## 2443 strictly anything socially <NA> working
## 2444 mostly anything socially never graduated
## 2445 <NA> <NA> never <NA>
## 2446 <NA> socially never graduated
## 2447 <NA> socially never working
## 2448 <NA> socially never graduated
## 2449 <NA> often sometimes graduated
## 2450 mostly anything socially never working
## 2451 <NA> socially never graduated
## 2452 <NA> socially never working
## 2453 <NA> <NA> <NA> <NA>
## 2454 <NA> socially <NA> <NA>
## 2455 <NA> rarely never graduated
## 2456 anything often sometimes graduated
## 2457 anything not at all never <NA>
## 2458 anything socially never graduated
## 2459 <NA> rarely never <NA>
## 2460 <NA> socially sometimes working
## 2461 <NA> socially never working
## 2462 mostly anything socially never graduated
## 2463 anything often never college/university
## 2464 <NA> socially <NA> graduated
## 2465 <NA> socially never graduated
## 2466 mostly vegetarian rarely never working
## 2467 <NA> socially never <NA>
## 2468 <NA> socially <NA> graduated
## 2469 strictly anything socially never graduated
## 2470 mostly anything socially never working
## 2471 <NA> often <NA> graduated
## 2472 mostly anything socially never graduated
## 2473 mostly anything socially never graduated
## 2474 mostly anything socially never graduated
## 2475 strictly vegetarian socially <NA> working
## 2476 <NA> often <NA> graduated
## 2477 mostly vegetarian socially never <NA>
## 2478 mostly anything socially never working
## 2479 mostly halal rarely never working
## 2480 strictly anything socially sometimes graduated
## 2481 strictly anything socially <NA> graduated
## 2482 <NA> socially never working
## 2483 <NA> socially sometimes working
## 2484 mostly anything socially never graduated
## 2485 <NA> rarely never graduated
## 2486 <NA> socially never graduated
## 2487 <NA> socially never graduated
## 2488 strictly anything socially <NA> <NA>
## 2489 mostly anything socially never working
## 2490 <NA> socially never graduated
## 2491 <NA> socially never graduated
## 2492 <NA> socially <NA> graduated
## 2493 <NA> socially <NA> graduated
## 2494 <NA> <NA> <NA> <NA>
## 2495 <NA> socially never graduated
## 2496 <NA> <NA> <NA> graduated
## 2497 mostly anything socially never graduated
## 2498 anything socially never working
## 2499 <NA> socially never graduated
## 2500 anything socially never graduated
## 2501 <NA> socially sometimes graduated
## 2502 mostly anything socially <NA> graduated
## 2503 <NA> socially never graduated
## 2504 mostly anything desperately never graduated
## 2505 mostly anything socially sometimes working
## 2506 mostly anything rarely sometimes working
## 2507 <NA> <NA> never graduated
## 2508 <NA> rarely never graduated
## 2509 <NA> socially never graduated
## 2510 strictly anything socially <NA> <NA>
## 2511 strictly other often never graduated
## 2512 mostly vegetarian socially never working
## 2513 <NA> <NA> <NA> <NA>
## 2514 anything not at all never graduated
## 2515 <NA> socially <NA> working
## 2516 <NA> socially sometimes graduated
## 2517 mostly anything often never working
## 2518 anything <NA> never graduated
## 2519 mostly anything <NA> <NA> graduated
## 2520 mostly anything socially never graduated
## 2521 anything socially never graduated
## 2522 strictly anything socially never working
## 2523 <NA> socially never <NA>
## 2524 <NA> <NA> <NA> <NA>
## 2525 <NA> socially never dropped
## 2526 strictly anything socially sometimes graduated
## 2527 anything very often sometimes college/university
## 2528 strictly anything socially never dropped
## 2529 <NA> not at all never <NA>
## 2530 <NA> socially never working
## 2531 <NA> socially never graduated
## 2532 <NA> <NA> <NA> <NA>
## 2533 mostly anything socially never graduated
## 2534 mostly vegetarian socially never graduated
## 2535 <NA> <NA> <NA> graduated
## 2536 mostly anything socially never working
## 2537 <NA> socially never <NA>
## 2538 anything not at all never working
## 2539 <NA> not at all never graduated
## 2540 <NA> socially <NA> graduated
## 2541 mostly anything rarely never graduated
## 2542 mostly anything socially sometimes graduated
## 2543 mostly anything socially <NA> graduated
## 2544 mostly vegetarian socially never graduated
## 2545 <NA> socially sometimes working
## 2546 <NA> socially sometimes graduated
## 2547 <NA> very often never graduated
## 2548 <NA> socially sometimes working
## 2549 <NA> socially never graduated
## 2550 <NA> socially never graduated
## 2551 <NA> socially never <NA>
## 2552 mostly anything socially <NA> graduated
## 2553 <NA> rarely never graduated
## 2554 anything rarely never working
## 2555 mostly anything not at all never working
## 2556 mostly anything desperately <NA> graduated
## 2557 mostly anything not at all never graduated
## 2558 mostly vegetarian socially never graduated
## 2559 anything socially sometimes graduated
## 2560 <NA> rarely never graduated
## 2561 <NA> socially never working
## 2562 mostly anything socially never graduated
## 2563 mostly anything socially never graduated
## 2564 <NA> socially sometimes graduated
## 2565 strictly anything often <NA> graduated
## 2566 mostly anything socially <NA> <NA>
## 2567 <NA> socially never graduated
## 2568 <NA> rarely never graduated
## 2569 mostly vegetarian socially never graduated
## 2570 strictly other <NA> <NA> graduated
## 2571 <NA> socially <NA> graduated
## 2572 <NA> often <NA> graduated
## 2573 <NA> socially never <NA>
## 2574 <NA> <NA> never graduated
## 2575 strictly anything socially <NA> graduated
## 2576 mostly vegan socially never graduated
## 2577 <NA> socially never graduated
## 2578 <NA> often sometimes graduated
## 2579 anything socially never <NA>
## 2580 <NA> socially never graduated
## 2581 <NA> socially <NA> graduated
## 2582 <NA> socially never graduated
## 2583 <NA> socially <NA> graduated
## 2584 <NA> socially sometimes graduated
## 2585 anything socially never <NA>
## 2586 anything socially never graduated
## 2587 mostly anything socially never graduated
## 2588 mostly anything socially never graduated
## 2589 <NA> socially never graduated
## 2590 <NA> socially never graduated
## 2591 anything socially never working
## 2592 anything socially never <NA>
## 2593 <NA> socially <NA> graduated
## 2594 mostly anything socially never graduated
## 2595 mostly anything often never graduated
## 2596 strictly halal socially <NA> graduated
## 2597 mostly other socially never graduated
## 2598 <NA> socially never <NA>
## 2599 <NA> <NA> never <NA>
## 2600 mostly anything socially never graduated
## 2601 vegetarian often never graduated
## 2602 mostly anything socially never working
## 2603 mostly anything often never graduated
## 2604 <NA> socially <NA> working
## 2605 <NA> socially never graduated
## 2606 mostly anything socially never graduated
## 2607 <NA> often never <NA>
## 2608 <NA> <NA> <NA> <NA>
## 2609 anything <NA> <NA> graduated
## 2610 <NA> socially never graduated
## 2611 <NA> socially <NA> working
## 2612 <NA> often sometimes graduated
## 2613 <NA> rarely <NA> graduated
## 2614 <NA> often <NA> graduated
## 2615 <NA> socially sometimes graduated
## 2616 <NA> socially never graduated
## 2617 <NA> socially never graduated
## 2618 anything rarely never two-year
## 2619 mostly anything socially never graduated
## 2620 mostly anything socially <NA> working
## 2621 <NA> <NA> sometimes <NA>
## 2622 strictly anything not at all never graduated
## 2623 <NA> socially <NA> graduated
## 2624 <NA> socially never graduated
## 2625 <NA> socially never graduated
## 2626 <NA> not at all never graduated
## 2627 mostly anything rarely never graduated
## 2628 <NA> socially sometimes graduated
## 2629 <NA> socially <NA> graduated
## 2630 mostly anything socially never graduated
## 2631 strictly anything socially <NA> graduated
## 2632 strictly anything socially <NA> graduated
## 2633 mostly anything socially never dropped
## 2634 <NA> socially never working
## 2635 vegetarian socially never graduated
## 2636 mostly anything socially never graduated
## 2637 mostly anything socially never graduated
## 2638 mostly anything socially <NA> graduated
## 2639 mostly anything socially never working
## 2640 strictly anything rarely never working
## 2641 <NA> socially sometimes <NA>
## 2642 <NA> socially sometimes graduated
## 2643 strictly anything socially never dropped
## 2644 mostly anything socially never graduated
## 2645 mostly anything socially never working
## 2646 mostly vegan socially never graduated
## 2647 <NA> socially never graduated
## 2648 <NA> socially never graduated
## 2649 mostly anything socially never graduated
## 2650 other socially <NA> graduated
## 2651 <NA> socially never graduated
## 2652 strictly vegetarian socially sometimes graduated
## 2653 <NA> not at all never <NA>
## 2654 mostly anything socially never working
## 2655 <NA> <NA> never <NA>
## 2656 <NA> socially never graduated
## 2657 mostly vegetarian socially sometimes graduated
## 2658 mostly vegetarian socially never graduated
## 2659 mostly anything socially never graduated
## 2660 anything socially never graduated
## 2661 strictly anything often <NA> working
## 2662 <NA> not at all never working
## 2663 mostly anything socially never graduated
## 2664 mostly anything <NA> never <NA>
## 2665 <NA> <NA> <NA> graduated
## 2666 strictly anything socially <NA> graduated
## 2667 mostly anything socially never graduated
## 2668 anything socially never working
## 2669 anything socially never working
## 2670 mostly anything socially never working
## 2671 mostly anything rarely never working
## 2672 <NA> socially never working
## 2673 mostly anything often never graduated
## 2674 strictly anything often sometimes graduated
## 2675 mostly anything socially never graduated
## 2676 <NA> socially never graduated
## 2677 anything socially never masters
## 2678 <NA> socially <NA> graduated
## 2679 <NA> rarely never graduated
## 2680 anything not at all never graduated
## 2681 <NA> often <NA> working
## 2682 <NA> socially <NA> graduated
## 2683 mostly anything socially sometimes graduated
## 2684 <NA> socially sometimes graduated
## 2685 mostly anything socially <NA> graduated
## 2686 strictly other not at all sometimes dropped
## 2687 <NA> socially never graduated
## 2688 mostly anything often never graduated
## 2689 mostly anything rarely never graduated
## 2690 <NA> socially never working
## 2691 <NA> <NA> <NA> <NA>
## 2692 <NA> often never working
## 2693 mostly anything socially sometimes graduated
## 2694 <NA> socially never graduated
## 2695 <NA> <NA> <NA> graduated
## 2696 anything socially never graduated
## 2697 mostly anything socially never <NA>
## 2698 <NA> socially never graduated
## 2699 anything socially never working
## 2700 <NA> socially <NA> working
## 2701 strictly anything socially never <NA>
## 2702 mostly anything <NA> <NA> graduated
## 2703 mostly anything rarely never graduated
## 2704 <NA> socially never working
## 2705 <NA> <NA> never <NA>
## 2706 mostly vegetarian socially never working
## 2707 <NA> socially never graduated
## 2708 mostly anything socially never graduated
## 2709 anything socially never graduated
## 2710 mostly vegetarian socially never graduated
## 2711 strictly vegetarian socially sometimes working
## 2712 <NA> often never graduated
## 2713 anything socially never two-year
## 2714 mostly anything socially never graduated
## 2715 mostly anything often never graduated
## 2716 mostly anything socially never graduated
## 2717 mostly vegetarian socially <NA> graduated
## 2718 <NA> socially never working
## 2719 mostly anything socially never graduated
## 2720 <NA> socially never graduated
## 2721 mostly anything socially never graduated
## 2722 anything socially never college/university
## 2723 <NA> socially never graduated
## 2724 strictly anything often never graduated
## 2725 mostly anything socially never graduated
## 2726 <NA> socially never graduated
## 2727 anything socially never graduated
## 2728 <NA> socially <NA> graduated
## 2729 mostly anything not at all never <NA>
## 2730 <NA> <NA> <NA> graduated
## 2731 strictly anything socially <NA> graduated
## 2732 strictly anything socially <NA> graduated
## 2733 strictly other socially <NA> graduated
## 2734 strictly anything socially <NA> graduated
## 2735 <NA> often <NA> graduated
## 2736 mostly vegetarian socially never graduated
## 2737 <NA> socially never graduated
## 2738 <NA> socially never graduated
## 2739 mostly anything <NA> never <NA>
## 2740 <NA> socially sometimes working
## 2741 mostly anything socially <NA> working
## 2742 mostly anything rarely never graduated
## 2743 mostly vegetarian not at all <NA> graduated
## 2744 mostly anything socially never graduated
## 2745 mostly anything socially <NA> graduated
## 2746 mostly anything socially never graduated
## 2747 mostly anything socially never graduated
## 2748 mostly anything rarely never graduated
## 2749 <NA> socially sometimes graduated
## 2750 mostly anything socially never graduated
## 2751 <NA> socially sometimes graduated
## 2752 mostly vegetarian rarely never graduated
## 2753 <NA> socially never graduated
## 2754 mostly vegetarian socially never graduated
## 2755 vegetarian socially never graduated
## 2756 anything socially <NA> graduated
## 2757 mostly anything socially never graduated
## 2758 <NA> socially <NA> working
## 2759 strictly anything socially <NA> working
## 2760 mostly anything socially never graduated
## 2761 anything socially sometimes graduated
## 2762 strictly vegetarian socially never graduated
## 2763 mostly anything often never graduated
## 2764 <NA> rarely never graduated
## 2765 strictly anything socially <NA> <NA>
## 2766 anything socially never graduated
## 2767 mostly vegan socially <NA> graduated
## 2768 mostly anything socially never graduated
## 2769 <NA> often <NA> graduated
## 2770 <NA> socially never working
## 2771 mostly anything socially never graduated
## 2772 mostly anything socially often graduated
## 2773 <NA> socially sometimes graduated
## 2774 <NA> socially never graduated
## 2775 strictly anything rarely never space
## 2776 strictly anything socially never graduated
## 2777 <NA> not at all never working
## 2778 mostly anything often <NA> graduated
## 2779 <NA> <NA> <NA> masters
## 2780 <NA> socially never graduated
## 2781 mostly anything socially <NA> working
## 2782 anything socially never graduated
## 2783 <NA> often never dropped
## 2784 <NA> often sometimes graduated
## 2785 mostly anything socially <NA> graduated
## 2786 strictly anything socially <NA> graduated
## 2787 <NA> rarely never graduated
## 2788 <NA> socially never graduated
## 2789 mostly anything socially never <NA>
## 2790 anything socially <NA> graduated
## 2791 anything socially never graduated
## 2792 <NA> socially sometimes working
## 2793 mostly anything socially never graduated
## 2794 mostly anything socially never graduated
## 2795 <NA> often never dropped
## 2796 <NA> socially never <NA>
## 2797 mostly anything <NA> <NA> working
## 2798 <NA> socially <NA> graduated
## 2799 <NA> socially never graduated
## 2800 mostly anything socially never graduated
## 2801 mostly anything socially never graduated
## 2802 anything often never dropped
## 2803 <NA> socially <NA> <NA>
## 2804 <NA> socially never graduated
## 2805 strictly anything socially never graduated
## 2806 <NA> not at all never graduated
## 2807 strictly anything socially never graduated
## 2808 <NA> socially never graduated
## 2809 <NA> socially never graduated
## 2810 strictly anything socially never graduated
## 2811 vegetarian often sometimes working
## 2812 <NA> socially sometimes graduated
## 2813 anything socially never working
## 2814 <NA> rarely never graduated
## 2815 mostly anything rarely never graduated
## 2816 mostly anything socially never graduated
## 2817 mostly anything socially <NA> graduated
## 2818 mostly anything socially <NA> graduated
## 2819 <NA> <NA> never <NA>
## 2820 strictly other socially never graduated
## 2821 <NA> <NA> never <NA>
## 2822 <NA> socially sometimes graduated
## 2823 mostly vegetarian socially never graduated
## 2824 mostly anything socially never graduated
## 2825 <NA> socially never graduated
## 2826 strictly anything socially <NA> graduated
## 2827 mostly anything <NA> never graduated
## 2828 mostly anything socially sometimes graduated
## 2829 strictly anything socially never dropped
## 2830 mostly anything not at all never graduated
## 2831 anything socially never graduated
## 2832 strictly anything socially <NA> graduated
## 2833 <NA> socially never graduated
## 2834 anything socially never graduated
## 2835 anything socially <NA> graduated
## 2836 mostly halal socially sometimes working
## 2837 <NA> socially sometimes <NA>
## 2838 <NA> socially never graduated
## 2839 <NA> socially sometimes graduated
## 2840 mostly anything socially never <NA>
## 2841 mostly anything socially never graduated
## 2842 mostly anything socially never working
## 2843 anything socially <NA> graduated
## 2844 mostly anything socially <NA> working
## 2845 <NA> socially never graduated
## 2846 mostly anything socially <NA> graduated
## 2847 mostly vegetarian socially never graduated
## 2848 anything socially never graduated
## 2849 mostly anything rarely never graduated
## 2850 mostly anything socially never graduated
## 2851 mostly other socially never graduated
## 2852 mostly anything socially never graduated
## 2853 <NA> often sometimes graduated
## 2854 anything often <NA> working
## 2855 <NA> socially never graduated
## 2856 <NA> socially never graduated
## 2857 <NA> rarely never graduated
## 2858 <NA> socially never <NA>
## 2859 <NA> socially sometimes working
## 2860 <NA> not at all never graduated
## 2861 mostly anything socially never working
## 2862 <NA> rarely never college/university
## 2863 strictly anything socially <NA> graduated
## 2864 <NA> often never graduated
## 2865 mostly anything socially <NA> graduated
## 2866 <NA> socially never graduated
## 2867 <NA> <NA> never graduated
## 2868 <NA> socially never graduated
## 2869 vegetarian socially <NA> graduated
## 2870 mostly anything socially never graduated
## 2871 <NA> rarely never working
## 2872 mostly anything socially <NA> working
## 2873 <NA> socially never graduated
## 2874 mostly vegetarian socially never graduated
## 2875 <NA> socially <NA> graduated
## 2876 anything socially <NA> graduated
## 2877 <NA> rarely never working
## 2878 mostly vegetarian socially never working
## 2879 mostly other rarely never graduated
## 2880 mostly anything socially never graduated
## 2881 mostly anything socially never graduated
## 2882 mostly anything socially never graduated
## 2883 <NA> <NA> never working
## 2884 mostly anything socially <NA> graduated
## 2885 strictly vegetarian socially never graduated
## 2886 mostly anything socially <NA> graduated
## 2887 <NA> not at all never working
## 2888 mostly anything socially sometimes dropped
## 2889 <NA> often <NA> graduated
## 2890 mostly halal not at all never graduated
## 2891 mostly anything socially sometimes graduated
## 2892 mostly vegetarian socially <NA> graduated
## 2893 anything often sometimes working
## 2894 mostly anything socially never graduated
## 2895 strictly anything socially <NA> graduated
## 2896 strictly anything often never graduated
## 2897 <NA> socially never graduated
## 2898 <NA> socially never graduated
## 2899 <NA> socially never graduated
## 2900 mostly other socially never graduated
## 2901 mostly anything rarely never dropped
## 2902 <NA> socially never graduated
## 2903 mostly vegetarian socially never graduated
## 2904 strictly anything socially never graduated
## 2905 anything socially <NA> graduated
## 2906 <NA> socially sometimes graduated
## 2907 mostly vegetarian socially <NA> working
## 2908 mostly anything socially never graduated
## 2909 vegetarian socially never <NA>
## 2910 anything socially never graduated
## 2911 <NA> often never graduated
## 2912 mostly anything socially never graduated
## 2913 <NA> <NA> <NA> graduated
## 2914 <NA> socially <NA> graduated
## 2915 mostly vegetarian socially never working
## 2916 mostly anything socially never working
## 2917 <NA> socially sometimes working
## 2918 <NA> socially never graduated
## 2919 strictly anything socially sometimes graduated
## 2920 <NA> socially never working
## 2921 anything not at all never working
## 2922 <NA> socially <NA> working
## 2923 mostly anything socially never <NA>
## 2924 mostly anything often never graduated
## 2925 mostly vegetarian <NA> <NA> working
## 2926 <NA> socially <NA> working
## 2927 mostly anything socially never graduated
## 2928 mostly anything socially never working
## 2929 mostly halal socially sometimes working
## 2930 mostly anything socially never graduated
## 2931 <NA> <NA> never <NA>
## 2932 strictly anything socially <NA> graduated
## 2933 <NA> socially never <NA>
## 2934 <NA> socially never graduated
## 2935 anything <NA> never graduated
## 2936 <NA> socially <NA> graduated
## 2937 mostly anything socially never graduated
## 2938 anything socially sometimes working
## 2939 mostly other rarely <NA> working
## 2940 <NA> socially <NA> <NA>
## 2941 strictly anything not at all never dropped
## 2942 mostly anything rarely never graduated
## 2943 <NA> <NA> never college/university
## 2944 <NA> socially never working
## 2945 mostly vegetarian socially never graduated
## 2946 <NA> not at all never working
## 2947 anything socially never working
## 2948 <NA> socially never <NA>
## 2949 strictly anything socially never graduated
## 2950 <NA> often never graduated
## 2951 strictly anything often never graduated
## 2952 mostly anything socially <NA> working
## 2953 mostly anything rarely never <NA>
## 2954 <NA> socially <NA> <NA>
## 2955 anything socially never working
## 2956 mostly anything often sometimes working
## 2957 anything socially never graduated
## 2958 <NA> socially <NA> graduated
## 2959 mostly anything socially never working
## 2960 strictly anything socially <NA> graduated
## 2961 mostly vegetarian socially <NA> working
## 2962 mostly vegetarian socially <NA> dropped
## 2963 strictly anything often often working
## 2964 <NA> not at all never graduated
## 2965 mostly anything socially sometimes graduated
## 2966 anything often sometimes graduated
## 2967 <NA> socially never working
## 2968 mostly other socially <NA> graduated
## 2969 strictly anything socially sometimes graduated
## 2970 mostly anything socially never <NA>
## 2971 mostly anything socially sometimes graduated
## 2972 mostly anything socially <NA> graduated
## 2973 mostly anything socially sometimes dropped
## 2974 mostly vegetarian rarely <NA> dropped
## 2975 <NA> socially sometimes graduated
## 2976 anything socially <NA> graduated
## 2977 mostly anything socially sometimes graduated
## 2978 vegetarian socially never graduated
## 2979 anything rarely never working
## 2980 mostly anything socially <NA> college/university
## 2981 mostly anything socially never graduated
## 2982 mostly anything rarely <NA> graduated
## 2983 mostly anything rarely <NA> graduated
## 2984 mostly other socially sometimes graduated
## 2985 <NA> socially <NA> graduated
## 2986 <NA> socially sometimes dropped
## 2987 <NA> often <NA> graduated
## 2988 <NA> socially never working
## 2989 vegan not at all never graduated
## 2990 mostly anything socially never graduated
## 2991 <NA> socially never graduated
## 2992 mostly anything socially <NA> graduated
## 2993 <NA> socially never graduated
## 2994 <NA> socially <NA> graduated
## 2995 mostly anything socially never graduated
## 2996 mostly vegetarian socially never graduated
## 2997 <NA> socially sometimes <NA>
## 2998 mostly anything socially <NA> graduated
## 2999 mostly vegetarian socially <NA> graduated
## 3000 mostly anything socially never graduated
## 3001 mostly vegetarian socially <NA> graduated
## 3002 <NA> socially <NA> dropped
## 3003 mostly anything often never graduated
## 3004 mostly anything socially <NA> working
## 3005 <NA> often sometimes dropped
## 3006 mostly vegetarian socially <NA> <NA>
## 3007 mostly anything socially <NA> graduated
## 3008 mostly anything socially never graduated
## 3009 strictly anything often never graduated
## 3010 <NA> socially <NA> graduated
## 3011 <NA> socially never graduated
## 3012 <NA> socially never graduated
## 3013 mostly anything not at all never working
## 3014 mostly anything socially never graduated
## 3015 mostly anything socially sometimes graduated
## 3016 <NA> socially <NA> working
## 3017 <NA> socially never graduated
## 3018 anything socially never <NA>
## 3019 <NA> socially <NA> <NA>
## 3020 <NA> socially never graduated
## 3021 anything socially <NA> graduated
## 3022 <NA> socially never graduated
## 3023 <NA> socially never working
## 3024 anything socially never graduated
## 3025 <NA> socially <NA> graduated
## 3026 <NA> socially never graduated
## 3027 mostly anything socially sometimes graduated
## 3028 <NA> socially <NA> graduated
## 3029 <NA> socially <NA> graduated
## 3030 <NA> <NA> never graduated
## 3031 <NA> socially never graduated
## 3032 anything socially <NA> <NA>
## 3033 <NA> often sometimes working
## 3034 <NA> socially never graduated
## 3035 strictly anything socially never college/university
## 3036 anything socially <NA> graduated
## 3037 mostly anything socially never graduated
## 3038 mostly anything often never graduated
## 3039 anything socially never graduated
## 3040 <NA> socially never graduated
## 3041 mostly anything socially never graduated
## 3042 <NA> rarely never working
## 3043 mostly vegetarian socially never graduated
## 3044 <NA> rarely never graduated
## 3045 <NA> rarely never graduated
## 3046 <NA> <NA> never graduated
## 3047 strictly anything not at all never working
## 3048 mostly vegetarian rarely never masters
## 3049 anything socially never working
## 3050 vegetarian socially never graduated
## 3051 <NA> socially <NA> graduated
## 3052 <NA> socially never working
## 3053 mostly halal socially never graduated
## 3054 <NA> socially sometimes graduated
## 3055 <NA> socially never graduated
## 3056 mostly anything socially never graduated
## 3057 <NA> socially never dropped
## 3058 <NA> socially never working
## 3059 <NA> socially <NA> <NA>
## 3060 mostly anything socially never working
## 3061 mostly anything not at all never <NA>
## 3062 mostly anything socially never graduated
## 3063 mostly anything socially never graduated
## 3064 mostly anything socially never graduated
## 3065 mostly anything socially never working
## 3066 <NA> socially <NA> <NA>
## 3067 strictly anything socially never graduated
## 3068 <NA> rarely never graduated
## 3069 mostly anything socially never graduated
## 3070 anything socially never <NA>
## 3071 <NA> socially <NA> graduated
## 3072 mostly anything socially never graduated
## 3073 strictly anything socially never working
## 3074 vegan not at all never <NA>
## 3075 <NA> socially never graduated
## 3076 mostly anything often never graduated
## 3077 <NA> socially never working
## 3078 mostly anything not at all never graduated
## 3079 vegan socially <NA> graduated
## 3080 mostly anything socially <NA> graduated
## 3081 mostly anything socially <NA> graduated
## 3082 other rarely <NA> working
## 3083 <NA> socially <NA> graduated
## 3084 strictly anything socially <NA> working
## 3085 strictly anything rarely never working
## 3086 <NA> not at all never graduated
## 3087 <NA> often never graduated
## 3088 <NA> often never working
## 3089 mostly anything socially sometimes graduated
## 3090 <NA> socially sometimes graduated
## 3091 <NA> socially <NA> <NA>
## 3092 <NA> rarely never graduated
## 3093 <NA> socially never graduated
## 3094 <NA> socially never graduated
## 3095 <NA> socially never graduated
## 3096 mostly anything socially <NA> graduated
## 3097 mostly anything not at all never graduated
## 3098 mostly anything socially never graduated
## 3099 strictly anything rarely never graduated
## 3100 <NA> not at all never graduated
## 3101 mostly anything socially sometimes working
## 3102 mostly anything socially never <NA>
## 3103 mostly vegetarian rarely sometimes graduated
## 3104 <NA> socially never graduated
## 3105 mostly anything socially never graduated
## 3106 strictly halal not at all never graduated
## 3107 strictly anything often never graduated
## 3108 mostly anything rarely never graduated
## 3109 <NA> socially never graduated
## 3110 mostly anything socially never graduated
## 3111 strictly vegetarian socially never working
## 3112 mostly anything socially never graduated
## 3113 <NA> not at all never graduated
## 3114 mostly anything socially sometimes graduated
## 3115 mostly anything often <NA> <NA>
## 3116 <NA> <NA> never graduated
## 3117 <NA> not at all sometimes graduated
## 3118 <NA> not at all never dropped
## 3119 anything socially never college/university
## 3120 mostly anything socially <NA> <NA>
## 3121 mostly anything socially <NA> graduated
## 3122 mostly anything socially <NA> graduated
## 3123 mostly anything socially never working
## 3124 mostly anything not at all never graduated
## 3125 <NA> socially never graduated
## 3126 mostly anything socially never graduated
## 3127 <NA> socially never two-year
## 3128 mostly anything socially never graduated
## 3129 mostly anything socially <NA> graduated
## 3130 mostly anything not at all <NA> working
## 3131 mostly anything socially never graduated
## 3132 anything socially never graduated
## 3133 <NA> socially never graduated
## 3134 mostly anything socially never graduated
## 3135 <NA> socially never graduated
## 3136 <NA> not at all never graduated
## 3137 <NA> socially sometimes <NA>
## 3138 mostly vegetarian socially never graduated
## 3139 strictly vegetarian very often never graduated
## 3140 anything rarely never dropped
## 3141 <NA> socially never graduated
## 3142 anything socially never graduated
## 3143 mostly anything not at all never graduated
## 3144 strictly anything socially never graduated
## 3145 mostly anything socially never working
## 3146 anything socially <NA> graduated
## 3147 anything socially sometimes graduated
## 3148 mostly anything rarely never graduated
## 3149 <NA> socially never graduated
## 3150 <NA> socially <NA> graduated
## 3151 <NA> socially never graduated
## 3152 mostly anything socially never graduated
## 3153 <NA> <NA> <NA> graduated
## 3154 anything rarely never graduated
## 3155 <NA> socially <NA> graduated
## 3156 mostly vegetarian often never graduated
## 3157 strictly vegetarian often often graduated
## 3158 mostly vegetarian socially never graduated
## 3159 mostly anything often sometimes graduated
## 3160 <NA> socially never college/university
## 3161 mostly anything often sometimes graduated
## 3162 mostly anything often never graduated
## 3163 <NA> socially never graduated
## 3164 mostly anything socially never graduated
## 3165 mostly vegetarian socially never working
## 3166 <NA> socially <NA> graduated
## 3167 <NA> socially sometimes working
## 3168 <NA> often never graduated
## 3169 strictly anything socially never graduated
## 3170 mostly anything socially <NA> graduated
## 3171 strictly anything not at all never graduated
## 3172 <NA> socially never graduated
## 3173 <NA> socially <NA> graduated
## 3174 <NA> socially sometimes graduated
## 3175 <NA> rarely never graduated
## 3176 mostly anything socially never graduated
## 3177 mostly vegetarian socially sometimes graduated
## 3178 anything often <NA> graduated
## 3179 strictly vegetarian rarely never graduated
## 3180 <NA> socially <NA> <NA>
## 3181 <NA> often never working
## 3182 <NA> socially <NA> graduated
## 3183 <NA> <NA> <NA> graduated
## 3184 strictly vegetarian <NA> never <NA>
## 3185 <NA> socially never working
## 3186 <NA> socially never graduated
## 3187 <NA> not at all never graduated
## 3188 mostly vegetarian socially <NA> graduated
## 3189 strictly other often <NA> graduated
## 3190 <NA> socially never graduated
## 3191 <NA> socially never graduated
## 3192 mostly anything socially never graduated
## 3193 <NA> socially <NA> graduated
## 3194 mostly vegetarian rarely <NA> graduated
## 3195 <NA> not at all never <NA>
## 3196 mostly anything socially never working
## 3197 other socially never working
## 3198 <NA> socially never working
## 3199 mostly anything not at all never working
## 3200 mostly anything often never graduated
## 3201 mostly anything socially <NA> graduated
## 3202 strictly anything socially sometimes graduated
## 3203 mostly vegetarian socially sometimes graduated
## 3204 <NA> socially never graduated
## 3205 <NA> socially never graduated
## 3206 mostly vegetarian socially never working
## 3207 mostly vegetarian socially <NA> <NA>
## 3208 other <NA> <NA> graduated
## 3209 <NA> socially <NA> graduated
## 3210 mostly anything socially never <NA>
## 3211 mostly vegetarian socially <NA> graduated
## 3212 strictly anything socially sometimes graduated
## 3213 mostly anything not at all never graduated
## 3214 mostly vegetarian socially never graduated
## 3215 mostly anything not at all never graduated
## 3216 mostly vegetarian socially never graduated
## 3217 <NA> <NA> <NA> <NA>
## 3218 <NA> socially never graduated
## 3219 anything socially <NA> graduated
## 3220 <NA> socially never graduated
## 3221 strictly anything socially never working
## 3222 mostly other socially never graduated
## 3223 anything socially sometimes dropped
## 3224 <NA> socially <NA> <NA>
## 3225 anything socially never graduated
## 3226 anything socially <NA> graduated
## 3227 mostly anything socially never graduated
## 3228 mostly anything socially never graduated
## 3229 mostly anything socially sometimes graduated
## 3230 anything socially <NA> graduated
## 3231 strictly anything socially <NA> <NA>
## 3232 <NA> <NA> <NA> <NA>
## 3233 <NA> socially never graduated
## 3234 anything socially never graduated
## 3235 <NA> socially <NA> <NA>
## 3236 <NA> <NA> never working
## 3237 mostly anything rarely never graduated
## 3238 <NA> socially never graduated
## 3239 <NA> rarely <NA> dropped
## 3240 mostly anything socially never graduated
## 3241 mostly anything socially <NA> graduated
## 3242 anything socially never <NA>
## 3243 <NA> desperately sometimes graduated
## 3244 <NA> rarely never working
## 3245 anything socially never working
## 3246 mostly anything socially never graduated
## 3247 strictly vegetarian socially never graduated
## 3248 <NA> socially never dropped
## 3249 mostly anything socially sometimes working
## 3250 mostly anything not at all never graduated
## 3251 <NA> socially never <NA>
## 3252 <NA> often <NA> graduated
## 3253 strictly anything socially sometimes working
## 3254 mostly vegetarian socially never working
## 3255 anything rarely <NA> <NA>
## 3256 anything often sometimes graduated
## 3257 mostly anything very often sometimes graduated
## 3258 mostly anything socially never <NA>
## 3259 mostly anything socially never graduated
## 3260 strictly anything socially <NA> graduated
## 3261 mostly anything socially never working
## 3262 <NA> not at all never graduated
## 3263 mostly anything rarely never graduated
## 3264 mostly anything socially never graduated
## 3265 mostly anything socially sometimes graduated
## 3266 mostly vegetarian rarely never graduated
## 3267 <NA> rarely never working
## 3268 mostly anything socially <NA> graduated
## 3269 strictly anything socially sometimes graduated
## 3270 mostly vegetarian socially never graduated
## 3271 mostly vegetarian <NA> <NA> working
## 3272 <NA> socially <NA> working
## 3273 <NA> socially never graduated
## 3274 <NA> <NA> <NA> graduated
## 3275 anything socially never ph.d
## 3276 vegetarian often sometimes graduated
## 3277 mostly anything socially never graduated
## 3278 <NA> <NA> never graduated
## 3279 strictly anything socially <NA> graduated
## 3280 <NA> socially never working
## 3281 anything socially <NA> graduated
## 3282 anything socially never graduated
## 3283 <NA> socially never graduated
## 3284 <NA> socially <NA> graduated
## 3285 mostly anything not at all <NA> graduated
## 3286 mostly anything socially sometimes graduated
## 3287 other socially never working
## 3288 anything socially never graduated
## 3289 mostly anything socially never graduated
## 3290 vegetarian socially never graduated
## 3291 mostly anything socially <NA> graduated
## 3292 anything socially never working
## 3293 <NA> socially <NA> working
## 3294 anything socially never graduated
## 3295 <NA> socially never graduated
## 3296 <NA> socially never graduated
## 3297 anything socially never graduated
## 3298 mostly anything socially never graduated
## 3299 mostly anything rarely never graduated
## 3300 <NA> socially never graduated
## 3301 strictly anything socially never <NA>
## 3302 <NA> <NA> never <NA>
## 3303 <NA> rarely never college/university
## 3304 <NA> socially never dropped
## 3305 mostly other rarely never <NA>
## 3306 mostly anything not at all never graduated
## 3307 vegetarian socially never working
## 3308 <NA> socially never <NA>
## 3309 mostly vegetarian socially never graduated
## 3310 mostly anything socially never graduated
## 3311 mostly anything not at all never graduated
## 3312 mostly other socially sometimes working
## 3313 mostly anything rarely never graduated
## 3314 strictly anything socially never graduated
## 3315 mostly anything socially never graduated
## 3316 mostly anything socially never working
## 3317 mostly anything socially <NA> graduated
## 3318 mostly anything socially never graduated
## 3319 mostly anything socially sometimes graduated
## 3320 strictly anything socially never working
## 3321 <NA> often <NA> graduated
## 3322 <NA> socially never working
## 3323 anything socially never working
## 3324 mostly vegetarian <NA> <NA> graduated
## 3325 <NA> socially <NA> graduated
## 3326 <NA> socially sometimes graduated
## 3327 <NA> <NA> never working
## 3328 <NA> often never graduated
## 3329 <NA> socially never <NA>
## 3330 <NA> very often sometimes <NA>
## 3331 <NA> socially never <NA>
## 3332 <NA> often <NA> <NA>
## 3333 <NA> socially <NA> graduated
## 3334 <NA> often <NA> graduated
## 3335 mostly vegetarian <NA> <NA> graduated
## 3336 strictly anything often <NA> graduated
## 3337 mostly vegetarian socially sometimes graduated
## 3338 mostly anything rarely sometimes working
## 3339 <NA> rarely never working
## 3340 mostly anything rarely never working
## 3341 mostly anything socially <NA> graduated
## 3342 <NA> socially <NA> graduated
## 3343 <NA> socially never working
## 3344 strictly anything rarely never graduated
## 3345 strictly anything desperately never graduated
## 3346 <NA> socially never graduated
## 3347 mostly vegetarian often sometimes graduated
## 3348 <NA> <NA> <NA> graduated
## 3349 <NA> socially never graduated
## 3350 mostly anything socially never working
## 3351 <NA> socially never working
## 3352 <NA> socially never working
## 3353 mostly vegetarian rarely <NA> graduated
## 3354 <NA> often <NA> graduated
## 3355 mostly anything very often never working
## 3356 anything socially never graduated
## 3357 strictly vegetarian often sometimes working
## 3358 mostly vegetarian socially never graduated
## 3359 strictly anything socially <NA> working
## 3360 mostly anything often never working
## 3361 <NA> socially <NA> graduated
## 3362 anything socially never graduated
## 3363 strictly anything socially <NA> working
## 3364 mostly anything socially never graduated
## 3365 anything not at all never graduated
## 3366 mostly anything socially <NA> graduated
## 3367 <NA> socially never working
## 3368 <NA> socially <NA> graduated
## 3369 strictly anything socially never graduated
## 3370 <NA> <NA> never <NA>
## 3371 mostly anything socially never working
## 3372 <NA> socially never <NA>
## 3373 <NA> socially never graduated
## 3374 strictly other socially sometimes graduated
## 3375 strictly other socially often working
## 3376 <NA> socially never graduated
## 3377 <NA> socially never <NA>
## 3378 mostly vegan socially sometimes working
## 3379 <NA> socially never graduated
## 3380 mostly vegetarian socially <NA> graduated
## 3381 mostly anything socially never graduated
## 3382 mostly anything often sometimes graduated
## 3383 strictly anything socially <NA> working
## 3384 strictly anything socially <NA> graduated
## 3385 strictly anything often <NA> graduated
## 3386 anything often never working
## 3387 <NA> not at all never working
## 3388 mostly anything socially never dropped
## 3389 <NA> rarely never graduated
## 3390 mostly anything socially never graduated
## 3391 anything socially never graduated
## 3392 mostly anything socially <NA> graduated
## 3393 <NA> socially <NA> graduated
## 3394 mostly vegetarian socially <NA> graduated
## 3395 <NA> often sometimes graduated
## 3396 strictly anything socially never graduated
## 3397 <NA> socially never graduated
## 3398 <NA> socially <NA> working
## 3399 <NA> often never graduated
## 3400 mostly vegetarian often <NA> <NA>
## 3401 <NA> not at all never graduated
## 3402 anything socially <NA> graduated
## 3403 mostly anything socially never <NA>
## 3404 anything socially never working
## 3405 <NA> socially <NA> graduated
## 3406 anything socially sometimes working
## 3407 mostly anything socially often <NA>
## 3408 strictly anything socially never <NA>
## 3409 mostly anything socially <NA> graduated
## 3410 <NA> socially never working
## 3411 <NA> socially never graduated
## 3412 mostly vegetarian socially <NA> graduated
## 3413 mostly anything socially never graduated
## 3414 mostly anything socially never graduated
## 3415 <NA> socially sometimes graduated
## 3416 mostly anything socially never working
## 3417 anything socially never working
## 3418 <NA> socially never graduated
## 3419 mostly anything socially never graduated
## 3420 <NA> rarely never dropped
## 3421 mostly anything socially never graduated
## 3422 <NA> often <NA> <NA>
## 3423 mostly other socially <NA> working
## 3424 mostly anything not at all never graduated
## 3425 <NA> <NA> never graduated
## 3426 mostly anything socially never graduated
## 3427 mostly other socially <NA> working
## 3428 anything socially never graduated
## 3429 mostly anything socially sometimes graduated
## 3430 mostly anything socially <NA> <NA>
## 3431 <NA> socially never graduated
## 3432 anything socially never <NA>
## 3433 mostly anything not at all never graduated
## 3434 vegetarian socially <NA> graduated
## 3435 mostly anything socially never working
## 3436 <NA> socially never <NA>
## 3437 strictly anything socially sometimes working
## 3438 mostly anything rarely sometimes graduated
## 3439 strictly anything often sometimes graduated
## 3440 anything socially never graduated
## 3441 mostly anything socially never graduated
## 3442 mostly anything rarely never working
## 3443 <NA> socially never graduated
## 3444 anything socially <NA> college/university
## 3445 <NA> socially never graduated
## 3446 mostly anything socially never graduated
## 3447 anything socially never college/university
## 3448 anything socially <NA> graduated
## 3449 mostly vegetarian socially sometimes graduated
## 3450 anything rarely never graduated
## 3451 <NA> socially <NA> graduated
## 3452 <NA> socially never graduated
## 3453 anything rarely never graduated
## 3454 mostly vegetarian socially never graduated
## 3455 mostly anything socially never working
## 3456 mostly anything often often graduated
## 3457 <NA> rarely never dropped
## 3458 mostly anything socially never graduated
## 3459 mostly vegetarian socially <NA> <NA>
## 3460 mostly anything socially never graduated
## 3461 <NA> socially never graduated
## 3462 <NA> often never working
## 3463 <NA> socially <NA> graduated
## 3464 mostly anything socially <NA> <NA>
## 3465 anything socially <NA> graduated
## 3466 <NA> rarely never working
## 3467 anything socially never graduated
## 3468 <NA> socially never <NA>
## 3469 mostly anything rarely never graduated
## 3470 <NA> rarely never graduated
## 3471 <NA> socially never graduated
## 3472 <NA> socially never <NA>
## 3473 mostly anything socially never working
## 3474 mostly vegetarian socially never <NA>
## 3475 <NA> socially never <NA>
## 3476 mostly anything socially <NA> <NA>
## 3477 mostly anything socially never <NA>
## 3478 mostly anything socially <NA> graduated
## 3479 mostly other socially <NA> graduated
## 3480 <NA> socially never graduated
## 3481 <NA> <NA> never graduated
## 3482 <NA> socially never graduated
## 3483 <NA> socially never <NA>
## 3484 <NA> rarely never graduated
## 3485 anything socially <NA> graduated
## 3486 <NA> socially <NA> graduated
## 3487 anything socially never graduated
## 3488 mostly anything socially never graduated
## 3489 mostly anything socially never <NA>
## 3490 <NA> socially sometimes space
## 3491 <NA> socially <NA> <NA>
## 3492 strictly vegetarian not at all never graduated
## 3493 mostly anything rarely never working
## 3494 mostly anything socially never graduated
## 3495 anything socially never graduated
## 3496 <NA> socially <NA> working
## 3497 mostly vegetarian not at all never graduated
## 3498 mostly anything not at all never graduated
## 3499 <NA> socially never two-year
## 3500 <NA> socially <NA> working
## 3501 mostly anything rarely never graduated
## 3502 <NA> socially never graduated
## 3503 anything <NA> never college/university
## 3504 <NA> rarely never graduated
## 3505 mostly anything socially never graduated
## 3506 <NA> often never working
## 3507 mostly anything socially never graduated
## 3508 strictly anything socially never graduated
## 3509 mostly anything socially never working
## 3510 mostly anything rarely never working
## 3511 mostly anything rarely never <NA>
## 3512 other socially never graduated
## 3513 mostly vegetarian not at all never graduated
## 3514 <NA> <NA> <NA> <NA>
## 3515 mostly anything socially never graduated
## 3516 mostly anything socially never graduated
## 3517 mostly anything socially never working
## 3518 mostly vegan socially never working
## 3519 <NA> rarely never <NA>
## 3520 strictly anything socially <NA> graduated
## 3521 <NA> socially <NA> dropped
## 3522 other socially <NA> college/university
## 3523 <NA> often sometimes <NA>
## 3524 mostly anything <NA> never <NA>
## 3525 anything socially <NA> graduated
## 3526 anything socially sometimes working
## 3527 <NA> socially never graduated
## 3528 mostly vegetarian often sometimes graduated
## 3529 mostly anything socially never graduated
## 3530 anything socially never graduated
## 3531 mostly other socially never graduated
## 3532 strictly anything socially <NA> working
## 3533 <NA> socially never graduated
## 3534 mostly anything socially <NA> graduated
## 3535 mostly anything socially <NA> <NA>
## 3536 <NA> socially <NA> graduated
## 3537 strictly other rarely never working
## 3538 mostly anything socially never graduated
## 3539 other socially never graduated
## 3540 vegetarian rarely never graduated
## 3541 strictly anything often sometimes working
## 3542 mostly anything socially never graduated
## 3543 mostly anything rarely never graduated
## 3544 anything not at all often graduated
## 3545 <NA> socially never working
## 3546 <NA> socially never graduated
## 3547 <NA> socially never graduated
## 3548 mostly other socially <NA> working
## 3549 mostly anything socially never graduated
## 3550 mostly anything rarely never graduated
## 3551 mostly anything socially never graduated
## 3552 anything socially never graduated
## 3553 mostly anything socially <NA> working
## 3554 <NA> rarely never working
## 3555 mostly anything socially never graduated
## 3556 <NA> socially never graduated
## 3557 <NA> socially <NA> <NA>
## 3558 <NA> rarely never <NA>
## 3559 mostly anything socially never working
## 3560 mostly anything socially never graduated
## 3561 anything socially never graduated
## 3562 strictly anything socially never working
## 3563 mostly anything socially <NA> graduated
## 3564 anything socially sometimes working
## 3565 <NA> rarely never graduated
## 3566 <NA> socially never graduated
## 3567 mostly anything socially never graduated
## 3568 <NA> socially never graduated
## 3569 <NA> socially never working
## 3570 mostly anything socially never graduated
## 3571 <NA> not at all never graduated
## 3572 strictly other <NA> never working
## 3573 anything socially sometimes graduated
## 3574 <NA> socially never graduated
## 3575 strictly anything often sometimes graduated
## 3576 mostly anything socially never <NA>
## 3577 <NA> <NA> never <NA>
## 3578 mostly anything often never dropped
## 3579 <NA> socially never working
## 3580 strictly anything socially never dropped
## 3581 mostly other often sometimes graduated
## 3582 mostly anything socially <NA> graduated
## 3583 <NA> rarely never graduated
## 3584 mostly anything socially never graduated
## 3585 mostly anything socially never graduated
## 3586 mostly other socially never graduated
## 3587 <NA> socially never graduated
## 3588 <NA> socially never working
## 3589 <NA> rarely never graduated
## 3590 <NA> socially never graduated
## 3591 anything rarely never working
## 3592 <NA> socially never graduated
## 3593 mostly vegetarian socially <NA> graduated
## 3594 mostly vegetarian socially <NA> graduated
## 3595 mostly anything socially never graduated
## 3596 mostly anything rarely never graduated
## 3597 mostly anything socially never graduated
## 3598 mostly anything rarely never graduated
## 3599 mostly vegetarian rarely <NA> graduated
## 3600 mostly anything socially <NA> graduated
## 3601 mostly anything often <NA> graduated
## 3602 <NA> rarely never <NA>
## 3603 anything socially never graduated
## 3604 mostly anything socially <NA> working
## 3605 mostly anything socially never graduated
## 3606 mostly other socially never graduated
## 3607 <NA> <NA> never <NA>
## 3608 <NA> socially <NA> graduated
## 3609 anything socially <NA> graduated
## 3610 mostly anything socially never graduated
## 3611 mostly anything socially never graduated
## 3612 mostly vegetarian socially sometimes graduated
## 3613 anything often sometimes graduated
## 3614 mostly anything not at all never working
## 3615 mostly anything socially never graduated
## 3616 <NA> socially never graduated
## 3617 <NA> often sometimes graduated
## 3618 anything socially never graduated
## 3619 anything socially never graduated
## 3620 <NA> socially never graduated
## 3621 strictly anything socially never graduated
## 3622 <NA> socially sometimes graduated
## 3623 mostly vegetarian socially <NA> graduated
## 3624 anything rarely never graduated
## 3625 <NA> socially never graduated
## 3626 strictly vegetarian socially <NA> graduated
## 3627 mostly anything socially never graduated
## 3628 mostly anything socially never graduated
## 3629 <NA> not at all never graduated
## 3630 <NA> socially never graduated
## 3631 mostly anything <NA> never graduated
## 3632 <NA> socially never <NA>
## 3633 other socially <NA> working
## 3634 <NA> often <NA> graduated
## 3635 anything socially never graduated
## 3636 <NA> socially <NA> graduated
## 3637 <NA> <NA> never <NA>
## 3638 strictly anything socially <NA> working
## 3639 <NA> <NA> sometimes graduated
## 3640 <NA> socially never graduated
## 3641 vegetarian socially never graduated
## 3642 <NA> socially never graduated
## 3643 mostly anything socially never graduated
## 3644 mostly vegetarian socially never graduated
## 3645 <NA> socially sometimes dropped
## 3646 <NA> socially never graduated
## 3647 <NA> socially never graduated
## 3648 <NA> socially never graduated
## 3649 <NA> socially <NA> graduated
## 3650 mostly vegetarian socially never <NA>
## 3651 <NA> often sometimes graduated
## 3652 <NA> socially sometimes graduated
## 3653 mostly kosher socially <NA> graduated
## 3654 mostly vegetarian socially never graduated
## 3655 mostly anything rarely never graduated
## 3656 <NA> socially <NA> graduated
## 3657 anything socially never graduated
## 3658 mostly anything socially never working
## 3659 <NA> not at all never graduated
## 3660 <NA> socially never graduated
## 3661 <NA> rarely never graduated
## 3662 mostly vegetarian socially <NA> working
## 3663 <NA> <NA> <NA> working
## 3664 mostly vegetarian socially <NA> graduated
## 3665 anything socially never graduated
## 3666 mostly anything socially <NA> graduated
## 3667 strictly anything socially sometimes working
## 3668 mostly anything socially <NA> graduated
## 3669 <NA> rarely never graduated
## 3670 <NA> often sometimes graduated
## 3671 <NA> socially <NA> graduated
## 3672 <NA> rarely never graduated
## 3673 mostly anything socially never graduated
## 3674 <NA> socially never graduated
## 3675 mostly anything socially never dropped
## 3676 <NA> rarely never graduated
## 3677 <NA> rarely never graduated
## 3678 strictly anything socially sometimes graduated
## 3679 anything socially never graduated
## 3680 mostly other rarely <NA> space
## 3681 <NA> socially never graduated
## 3682 mostly anything socially never graduated
## 3683 mostly vegan socially <NA> <NA>
## 3684 other socially never graduated
## 3685 <NA> rarely never graduated
## 3686 <NA> socially never graduated
## 3687 anything socially <NA> graduated
## 3688 strictly anything socially <NA> graduated
## 3689 mostly anything often <NA> graduated
## 3690 strictly anything socially sometimes graduated
## 3691 <NA> socially never graduated
## 3692 <NA> not at all never dropped
## 3693 <NA> <NA> never graduated
## 3694 <NA> socially never graduated
## 3695 mostly anything socially never graduated
## 3696 strictly anything socially sometimes dropped
## 3697 strictly anything socially never graduated
## 3698 <NA> rarely never graduated
## 3699 <NA> often never graduated
## 3700 mostly vegetarian socially never working
## 3701 mostly anything socially never graduated
## 3702 mostly vegetarian not at all never graduated
## 3703 mostly anything socially never graduated
## 3704 <NA> rarely sometimes college/university
## 3705 <NA> socially <NA> <NA>
## 3706 mostly vegetarian not at all never working
## 3707 <NA> socially sometimes <NA>
## 3708 strictly anything socially sometimes working
## 3709 mostly anything rarely never graduated
## 3710 <NA> socially never graduated
## 3711 <NA> desperately never graduated
## 3712 mostly anything socially <NA> working
## 3713 <NA> socially <NA> graduated
## 3714 <NA> socially <NA> college/university
## 3715 <NA> not at all never working
## 3716 mostly vegetarian often sometimes <NA>
## 3717 <NA> rarely never graduated
## 3718 <NA> <NA> <NA> graduated
## 3719 <NA> socially never graduated
## 3720 strictly anything often sometimes graduated
## 3721 mostly anything often sometimes graduated
## 3722 vegetarian socially <NA> graduated
## 3723 mostly anything socially never graduated
## 3724 strictly anything socially never graduated
## 3725 mostly anything rarely never working
## 3726 anything not at all never working
## 3727 <NA> desperately <NA> <NA>
## 3728 <NA> <NA> never <NA>
## 3729 <NA> <NA> <NA> <NA>
## 3730 mostly anything socially never <NA>
## 3731 <NA> socially never graduated
## 3732 strictly vegetarian socially sometimes graduated
## 3733 mostly anything <NA> <NA> <NA>
## 3734 mostly anything socially sometimes graduated
## 3735 <NA> often <NA> <NA>
## 3736 mostly anything socially never graduated
## 3737 mostly vegan not at all sometimes graduated
## 3738 strictly other rarely <NA> working
## 3739 <NA> socially never dropped
## 3740 <NA> socially never working
## 3741 <NA> socially sometimes working
## 3742 <NA> socially never working
## 3743 strictly anything socially never working
## 3744 mostly anything socially never <NA>
## 3745 <NA> rarely <NA> <NA>
## 3746 mostly anything socially never working
## 3747 <NA> rarely <NA> working
## 3748 <NA> socially <NA> graduated
## 3749 strictly anything socially <NA> working
## 3750 mostly anything socially never graduated
## 3751 <NA> socially <NA> graduated
## 3752 mostly anything socially never graduated
## 3753 mostly anything socially <NA> graduated
## 3754 mostly anything socially <NA> graduated
## 3755 strictly anything desperately never working
## 3756 strictly anything socially never working
## 3757 <NA> socially <NA> working
## 3758 anything <NA> never <NA>
## 3759 strictly anything socially never dropped
## 3760 anything socially <NA> graduated
## 3761 <NA> often never graduated
## 3762 anything socially never graduated
## 3763 mostly vegetarian socially sometimes graduated
## 3764 <NA> rarely never graduated
## 3765 anything socially <NA> graduated
## 3766 strictly other socially never working
## 3767 mostly anything socially sometimes graduated
## 3768 mostly anything socially never graduated
## 3769 mostly vegetarian socially <NA> graduated
## 3770 strictly anything often sometimes graduated
## 3771 anything socially never working
## 3772 mostly anything socially never graduated
## 3773 mostly anything socially never working
## 3774 mostly other socially sometimes <NA>
## 3775 anything not at all never graduated
## 3776 <NA> socially never graduated
## 3777 mostly vegetarian <NA> <NA> dropped
## 3778 mostly anything socially never graduated
## 3779 <NA> socially never graduated
## 3780 <NA> socially never college/university
## 3781 <NA> not at all never working
## 3782 anything rarely never <NA>
## 3783 <NA> socially <NA> working
## 3784 mostly anything socially sometimes graduated
## 3785 anything often sometimes graduated
## 3786 mostly anything often never graduated
## 3787 strictly anything often <NA> graduated
## 3788 <NA> rarely never graduated
## 3789 <NA> socially never graduated
## 3790 <NA> socially never graduated
## 3791 strictly vegetarian socially never graduated
## 3792 <NA> not at all never <NA>
## 3793 <NA> not at all never graduated
## 3794 <NA> <NA> never graduated
## 3795 strictly anything socially sometimes working
## 3796 <NA> often <NA> graduated
## 3797 strictly anything socially sometimes graduated
## 3798 <NA> socially never graduated
## 3799 mostly vegetarian rarely <NA> working
## 3800 strictly anything often never graduated
## 3801 mostly anything often sometimes graduated
## 3802 mostly anything socially never graduated
## 3803 strictly anything socially sometimes graduated
## 3804 mostly vegetarian socially never graduated
## 3805 strictly anything socially sometimes graduated
## 3806 vegetarian not at all never graduated
## 3807 <NA> socially never graduated
## 3808 <NA> socially never <NA>
## 3809 <NA> socially sometimes graduated
## 3810 <NA> socially never college/university
## 3811 <NA> socially never working
## 3812 mostly anything socially never working
## 3813 <NA> <NA> never <NA>
## 3814 <NA> socially never graduated
## 3815 mostly anything socially never graduated
## 3816 strictly anything socially never working
## 3817 mostly anything socially never working
## 3818 anything very often never working
## 3819 <NA> <NA> never working
## 3820 <NA> socially never graduated
## 3821 <NA> socially sometimes graduated
## 3822 <NA> socially <NA> graduated
## 3823 mostly anything socially never graduated
## 3824 strictly anything socially sometimes graduated
## 3825 strictly anything often never working
## 3826 anything socially <NA> <NA>
## 3827 <NA> socially never working
## 3828 mostly anything not at all never working
## 3829 anything socially never graduated
## 3830 anything socially <NA> graduated
## 3831 strictly anything socially <NA> working
## 3832 mostly anything socially never graduated
## 3833 <NA> socially never working
## 3834 <NA> socially never graduated
## 3835 anything not at all never graduated
## 3836 <NA> rarely never working
## 3837 mostly anything socially never graduated
## 3838 strictly anything rarely never graduated
## 3839 <NA> not at all never graduated
## 3840 <NA> socially never working
## 3841 mostly other socially never graduated
## 3842 <NA> socially never graduated
## 3843 <NA> often sometimes graduated
## 3844 mostly anything socially never graduated
## 3845 mostly anything socially never working
## 3846 mostly vegetarian socially never working
## 3847 <NA> socially <NA> working
## 3848 mostly anything socially sometimes graduated
## 3849 <NA> <NA> never <NA>
## 3850 anything socially never working
## 3851 <NA> <NA> never <NA>
## 3852 strictly vegetarian socially never working
## 3853 <NA> rarely never graduated
## 3854 mostly anything socially sometimes graduated
## 3855 mostly other socially never graduated
## 3856 <NA> socially never graduated
## 3857 <NA> socially <NA> graduated
## 3858 mostly anything socially never graduated
## 3859 mostly anything socially never graduated
## 3860 <NA> often <NA> graduated
## 3861 <NA> socially <NA> graduated
## 3862 mostly anything socially never graduated
## 3863 vegetarian <NA> never graduated
## 3864 <NA> rarely never working
## 3865 strictly anything socially never graduated
## 3866 mostly anything socially never graduated
## 3867 <NA> <NA> never graduated
## 3868 <NA> socially <NA> working
## 3869 mostly anything socially never graduated
## 3870 anything socially never <NA>
## 3871 mostly other socially never graduated
## 3872 mostly anything not at all never graduated
## 3873 mostly vegetarian socially never graduated
## 3874 mostly vegetarian socially never graduated
## 3875 strictly vegetarian often <NA> working
## 3876 <NA> socially <NA> graduated
## 3877 <NA> <NA> never <NA>
## 3878 anything socially sometimes working
## 3879 mostly anything often never graduated
## 3880 <NA> rarely never graduated
## 3881 strictly anything socially <NA> graduated
## 3882 mostly vegetarian not at all never <NA>
## 3883 <NA> socially <NA> graduated
## 3884 <NA> socially never graduated
## 3885 mostly anything <NA> never <NA>
## 3886 anything socially never graduated
## 3887 strictly other socially never space
## 3888 strictly anything socially <NA> working
## 3889 strictly vegan rarely never graduated
## 3890 <NA> often never graduated
## 3891 <NA> socially sometimes graduated
## 3892 <NA> socially <NA> graduated
## 3893 anything often never graduated
## 3894 mostly anything socially never graduated
## 3895 <NA> socially never working
## 3896 <NA> often never working
## 3897 mostly other not at all never graduated
## 3898 <NA> socially never graduated
## 3899 strictly anything often sometimes graduated
## 3900 <NA> often never <NA>
## 3901 mostly anything socially never working
## 3902 anything socially <NA> <NA>
## 3903 <NA> not at all never <NA>
## 3904 anything socially <NA> working
## 3905 mostly anything socially never working
## 3906 <NA> socially never graduated
## 3907 <NA> socially <NA> graduated
## 3908 anything rarely never graduated
## 3909 mostly vegetarian <NA> <NA> graduated
## 3910 mostly other socially never graduated
## 3911 <NA> socially sometimes two-year
## 3912 other <NA> never graduated
## 3913 anything socially <NA> graduated
## 3914 mostly anything socially sometimes working
## 3915 <NA> rarely never graduated
## 3916 <NA> not at all never graduated
## 3917 mostly anything socially <NA> working
## 3918 <NA> not at all often dropped
## 3919 mostly anything socially never graduated
## 3920 vegetarian socially never <NA>
## 3921 mostly anything socially <NA> graduated
## 3922 anything socially <NA> graduated
## 3923 <NA> rarely <NA> dropped
## 3924 <NA> rarely never graduated
## 3925 <NA> socially sometimes graduated
## 3926 <NA> socially <NA> working
## 3927 mostly anything socially never working
## 3928 <NA> socially never graduated
## 3929 mostly anything socially never graduated
## 3930 mostly anything rarely never graduated
## 3931 mostly anything often never graduated
## 3932 mostly anything socially never graduated
## 3933 mostly anything socially never working
## 3934 mostly anything socially never graduated
## 3935 strictly vegetarian socially never graduated
## 3936 strictly anything socially never graduated
## 3937 <NA> socially <NA> <NA>
## 3938 strictly other socially never <NA>
## 3939 <NA> <NA> <NA> graduated
## 3940 <NA> socially <NA> graduated
## 3941 mostly vegetarian socially never graduated
## 3942 mostly anything socially never graduated
## 3943 anything socially never graduated
## 3944 mostly other often <NA> working
## 3945 strictly anything rarely sometimes <NA>
## 3946 mostly anything socially never working
## 3947 mostly vegetarian socially <NA> graduated
## 3948 mostly anything <NA> never graduated
## 3949 mostly anything socially sometimes working
## 3950 mostly anything socially never graduated
## 3951 mostly anything socially never graduated
## 3952 mostly anything socially never working
## 3953 other rarely never graduated
## 3954 <NA> socially never graduated
## 3955 <NA> socially never graduated
## 3956 vegetarian socially <NA> working
## 3957 mostly anything socially <NA> graduated
## 3958 mostly anything not at all never graduated
## 3959 mostly anything rarely never graduated
## 3960 mostly anything socially sometimes <NA>
## 3961 mostly vegan socially <NA> <NA>
## 3962 strictly vegetarian rarely never graduated
## 3963 vegetarian not at all sometimes working
## 3964 <NA> socially never graduated
## 3965 mostly anything socially never graduated
## 3966 strictly anything socially never dropped
## 3967 anything socially never graduated
## 3968 mostly vegetarian often <NA> working
## 3969 anything socially <NA> graduated
## 3970 mostly anything socially never graduated
## 3971 mostly anything socially never graduated
## 3972 mostly anything socially never graduated
## 3973 mostly anything rarely never graduated
## 3974 mostly anything socially <NA> graduated
## 3975 strictly anything rarely never working
## 3976 <NA> socially <NA> graduated
## 3977 <NA> socially <NA> graduated
## 3978 <NA> socially sometimes graduated
## 3979 <NA> not at all never <NA>
## 3980 anything socially never law
## 3981 mostly anything socially never graduated
## 3982 <NA> socially never graduated
## 3983 mostly vegan socially <NA> working
## 3984 anything not at all never graduated
## 3985 <NA> socially <NA> working
## 3986 strictly anything socially sometimes graduated
## 3987 mostly vegetarian socially never graduated
## 3988 strictly anything socially <NA> graduated
## 3989 anything socially never <NA>
## 3990 <NA> socially never graduated
## 3991 <NA> socially never graduated
## 3992 strictly anything socially never graduated
## 3993 mostly anything not at all never graduated
## 3994 mostly anything socially never graduated
## 3995 mostly anything socially never graduated
## 3996 mostly anything socially sometimes graduated
## 3997 mostly anything socially <NA> graduated
## 3998 <NA> socially never graduated
## 3999 <NA> socially sometimes graduated
## 4000 <NA> not at all never graduated
## 4001 mostly anything socially never graduated
## 4002 <NA> socially <NA> graduated
## 4003 mostly anything socially <NA> graduated
## 4004 <NA> often <NA> graduated
## 4005 <NA> socially never graduated
## 4006 <NA> socially never graduated
## 4007 mostly anything socially never graduated
## 4008 <NA> desperately never graduated
## 4009 strictly anything socially never graduated
## 4010 mostly anything socially never graduated
## 4011 <NA> socially never graduated
## 4012 anything not at all never graduated
## 4013 <NA> socially <NA> graduated
## 4014 strictly anything socially <NA> graduated
## 4015 <NA> socially never graduated
## 4016 <NA> socially <NA> graduated
## 4017 mostly anything rarely never graduated
## 4018 <NA> often sometimes working
## 4019 <NA> socially sometimes working
## 4020 mostly other rarely <NA> dropped
## 4021 mostly anything socially <NA> graduated
## 4022 <NA> socially never graduated
## 4023 mostly anything socially <NA> graduated
## 4024 anything socially sometimes graduated
## 4025 mostly anything socially never graduated
## 4026 mostly vegetarian socially <NA> graduated
## 4027 mostly anything socially sometimes working
## 4028 mostly anything rarely never working
## 4029 mostly anything rarely sometimes graduated
## 4030 mostly vegan rarely sometimes graduated
## 4031 <NA> socially never <NA>
## 4032 <NA> not at all never graduated
## 4033 mostly anything often never working
## 4034 <NA> socially <NA> graduated
## 4035 mostly anything socially sometimes working
## 4036 mostly vegetarian socially never graduated
## 4037 anything socially never graduated
## 4038 strictly anything not at all never graduated
## 4039 <NA> <NA> never working
## 4040 <NA> socially never working
## 4041 strictly anything socially sometimes graduated
## 4042 mostly kosher socially never graduated
## 4043 other not at all never two-year
## 4044 mostly anything socially <NA> graduated
## 4045 strictly anything socially never graduated
## 4046 mostly vegetarian socially never graduated
## 4047 mostly anything socially <NA> graduated
## 4048 strictly anything <NA> <NA> graduated
## 4049 <NA> socially sometimes working
## 4050 <NA> socially never graduated
## 4051 mostly anything socially <NA> graduated
## 4052 strictly anything socially never graduated
## 4053 mostly anything socially <NA> graduated
## 4054 mostly anything not at all never working
## 4055 mostly anything socially <NA> <NA>
## 4056 <NA> socially sometimes graduated
## 4057 <NA> socially <NA> graduated
## 4058 mostly vegetarian socially never graduated
## 4059 <NA> socially never graduated
## 4060 <NA> often never graduated
## 4061 strictly anything socially never <NA>
## 4062 <NA> very often sometimes <NA>
## 4063 mostly anything socially sometimes working
## 4064 vegan <NA> <NA> working
## 4065 <NA> socially never graduated
## 4066 <NA> socially <NA> graduated
## 4067 <NA> socially never high
## 4068 mostly vegetarian socially sometimes graduated
## 4069 <NA> socially sometimes graduated
## 4070 mostly anything socially never graduated
## 4071 mostly anything socially <NA> <NA>
## 4072 <NA> socially never graduated
## 4073 mostly anything socially never working
## 4074 <NA> socially never college/university
## 4075 mostly anything socially never graduated
## 4076 <NA> socially never working
## 4077 mostly anything socially sometimes working
## 4078 <NA> not at all never <NA>
## 4079 <NA> socially never graduated
## 4080 <NA> <NA> never <NA>
## 4081 <NA> socially <NA> graduated
## 4082 mostly other rarely never graduated
## 4083 mostly anything socially never graduated
## 4084 mostly anything socially sometimes working
## 4085 <NA> often never graduated
## 4086 mostly anything socially <NA> graduated
## 4087 anything rarely never graduated
## 4088 anything socially sometimes college/university
## 4089 mostly vegetarian socially never working
## 4090 anything socially never graduated
## 4091 <NA> <NA> never graduated
## 4092 <NA> <NA> <NA> <NA>
## 4093 <NA> socially never graduated
## 4094 mostly anything socially <NA> graduated
## 4095 mostly anything socially never graduated
## 4096 <NA> rarely sometimes graduated
## 4097 mostly anything socially never graduated
## 4098 strictly anything socially <NA> graduated
## 4099 <NA> socially <NA> graduated
## 4100 <NA> <NA> never graduated
## 4101 <NA> socially sometimes graduated
## 4102 mostly anything socially sometimes graduated
## 4103 mostly anything socially sometimes working
## 4104 strictly anything socially <NA> working
## 4105 <NA> socially never working
## 4106 strictly anything socially <NA> graduated
## 4107 <NA> socially never graduated
## 4108 <NA> socially never working
## 4109 mostly anything socially sometimes graduated
## 4110 mostly vegetarian socially never graduated
## 4111 <NA> socially <NA> graduated
## 4112 <NA> not at all never graduated
## 4113 mostly anything socially never graduated
## 4114 <NA> socially never dropped
## 4115 <NA> socially never graduated
## 4116 <NA> often sometimes graduated
## 4117 mostly anything socially never graduated
## 4118 <NA> often <NA> <NA>
## 4119 <NA> socially <NA> working
## 4120 mostly anything socially never working
## 4121 mostly anything socially never graduated
## 4122 mostly anything socially never working
## 4123 <NA> socially <NA> <NA>
## 4124 mostly anything socially never working
## 4125 <NA> socially never graduated
## 4126 <NA> socially never <NA>
## 4127 <NA> rarely never graduated
## 4128 mostly anything rarely never working
## 4129 mostly anything socially never graduated
## 4130 <NA> socially never working
## 4131 mostly vegetarian not at all <NA> graduated
## 4132 mostly anything socially never working
## 4133 strictly anything socially never graduated
## 4134 mostly anything socially never working
## 4135 anything socially <NA> graduated
## 4136 mostly kosher socially <NA> graduated
## 4137 strictly anything socially never working
## 4138 <NA> socially <NA> graduated
## 4139 strictly other socially never graduated
## 4140 mostly anything socially never <NA>
## 4141 strictly anything socially never graduated
## 4142 anything socially never graduated
## 4143 <NA> socially <NA> graduated
## 4144 mostly anything socially never working
## 4145 anything socially sometimes working
## 4146 mostly anything socially never working
## 4147 <NA> socially never working
## 4148 anything socially never working
## 4149 mostly anything socially never <NA>
## 4150 <NA> socially <NA> graduated
## 4151 <NA> socially never graduated
## 4152 anything socially never graduated
## 4153 anything often never graduated
## 4154 <NA> rarely sometimes working
## 4155 anything socially never graduated
## 4156 strictly anything socially <NA> graduated
## 4157 strictly anything socially never graduated
## 4158 <NA> socially <NA> graduated
## 4159 strictly anything socially never graduated
## 4160 mostly vegetarian rarely never graduated
## 4161 <NA> socially never graduated
## 4162 mostly anything socially never graduated
## 4163 <NA> often sometimes graduated
## 4164 mostly anything socially <NA> graduated
## 4165 anything socially <NA> graduated
## 4166 <NA> socially sometimes graduated
## ethnicity
## 1 asian, white
## 2 white
## 3 <NA>
## 4 white
## 5 asian, black, other
## 6 white
## 7 white, other
## 8 white
## 9 white
## 10 white
## 11 white
## 12 white
## 13 white
## 14 white
## 15 hispanic / latin, white
## 16 white
## 17 white
## 18 hispanic / latin
## 19 white
## 20 white
## 21 white
## 22 <NA>
## 23 white
## 24 white
## 25 white
## 26 asian, white
## 27 pacific islander, white
## 28 asian
## 29 <NA>
## 30 white
## 31 white
## 32 <NA>
## 33 white
## 34 <NA>
## 35 white
## 36 white
## 37 white
## 38 hispanic / latin, white
## 39 <NA>
## 40 white
## 41 <NA>
## 42 black, white
## 43 white
## 44 white
## 45 white
## 46 pacific islander
## 47 <NA>
## 48 white
## 49 <NA>
## 50 white
## 51 white
## 52 <NA>
## 53 white
## 54 asian, native american
## 55 white
## 56 white
## 57 white
## 58 white
## 59 hispanic / latin, white
## 60 <NA>
## 61 asian, pacific islander
## 62 white
## 63 white
## 64 white
## 65 hispanic / latin
## 66 white
## 67 asian
## 68 black, native american, white
## 69 middle eastern, other
## 70 white
## 71 white
## 72 white
## 73 native american, white
## 74 indian
## 75 white
## 76 <NA>
## 77 white
## 78 white
## 79 white
## 80 white
## 81 white
## 82 white
## 83 white
## 84 asian, white
## 85 <NA>
## 86 white
## 87 <NA>
## 88 <NA>
## 89 <NA>
## 90 <NA>
## 91 black
## 92 white
## 93 white
## 94 hispanic / latin, white
## 95 white
## 96 white
## 97 white
## 98 asian
## 99 white
## 100 black
## 101 white
## 102 <NA>
## 103 white
## 104 white
## 105 white
## 106 white
## 107 asian
## 108 white
## 109 pacific islander
## 110 white
## 111 <NA>
## 112 white
## 113 black, native american, hispanic / latin, other
## 114 black, native american, hispanic / latin
## 115 white
## 116 white
## 117 asian, black, pacific islander
## 118 white
## 119 white, other
## 120 white
## 121 white
## 122 white
## 123 white
## 124 hispanic / latin, white
## 125 white
## 126 asian
## 127 white
## 128 asian
## 129 white
## 130 <NA>
## 131 white
## 132 white
## 133 white
## 134 white
## 135 white
## 136 white
## 137 white
## 138 white
## 139 asian
## 140 white
## 141 <NA>
## 142 white
## 143 white
## 144 <NA>
## 145 white
## 146 hispanic / latin, white
## 147 asian
## 148 asian
## 149 white
## 150 white
## 151 asian, middle eastern, black, native american, indian, pacific islander, hispanic / latin, white, other
## 152 white
## 153 white
## 154 <NA>
## 155 black, white
## 156 white
## 157 other
## 158 white
## 159 white
## 160 white
## 161 asian
## 162 <NA>
## 163 asian
## 164 <NA>
## 165 white
## 166 white
## 167 white
## 168 hispanic / latin, white
## 169 white
## 170 <NA>
## 171 white
## 172 <NA>
## 173 white
## 174 white
## 175 hispanic / latin
## 176 hispanic / latin, other
## 177 white
## 178 white
## 179 <NA>
## 180 white
## 181 white
## 182 hispanic / latin
## 183 white
## 184 white
## 185 white
## 186 <NA>
## 187 white
## 188 white
## 189 asian
## 190 white
## 191 indian
## 192 hispanic / latin
## 193 hispanic / latin, white
## 194 white
## 195 asian
## 196 white
## 197 hispanic / latin
## 198 white
## 199 asian
## 200 asian
## 201 asian
## 202 asian
## 203 white
## 204 white
## 205 <NA>
## 206 white
## 207 white
## 208 hispanic / latin, white
## 209 white
## 210 white
## 211 white
## 212 white
## 213 asian
## 214 <NA>
## 215 white
## 216 asian, white
## 217 white
## 218 indian
## 219 hispanic / latin, white
## 220 white
## 221 white
## 222 asian
## 223 white
## 224 white
## 225 white
## 226 white
## 227 white, other
## 228 white
## 229 white
## 230 white
## 231 asian, white
## 232 hispanic / latin
## 233 white
## 234 white
## 235 white, other
## 236 white
## 237 white
## 238 other
## 239 white
## 240 white
## 241 asian
## 242 white, other
## 243 asian
## 244 <NA>
## 245 white
## 246 black
## 247 white
## 248 white
## 249 hispanic / latin
## 250 asian
## 251 black, white
## 252 white
## 253 indian
## 254 <NA>
## 255 hispanic / latin
## 256 white
## 257 black
## 258 white
## 259 hispanic / latin, white
## 260 asian, black
## 261 white
## 262 hispanic / latin
## 263 hispanic / latin
## 264 white
## 265 asian, pacific islander
## 266 middle eastern, white
## 267 white
## 268 white
## 269 white
## 270 hispanic / latin, white
## 271 asian
## 272 <NA>
## 273 white
## 274 white
## 275 white
## 276 asian
## 277 <NA>
## 278 white
## 279 white
## 280 <NA>
## 281 black
## 282 white
## 283 white
## 284 white
## 285 black
## 286 white
## 287 middle eastern, white
## 288 white
## 289 white
## 290 hispanic / latin
## 291 white
## 292 other
## 293 white
## 294 asian
## 295 <NA>
## 296 white
## 297 white
## 298 white
## 299 hispanic / latin
## 300 hispanic / latin
## 301 white
## 302 white
## 303 other
## 304 native american, white, other
## 305 hispanic / latin
## 306 white
## 307 black
## 308 white
## 309 black, native american, white
## 310 white
## 311 white
## 312 other
## 313 asian
## 314 white
## 315 white
## 316 hispanic / latin
## 317 white
## 318 black, native american
## 319 white
## 320 white
## 321 white
## 322 asian
## 323 white
## 324 white
## 325 white, other
## 326 <NA>
## 327 <NA>
## 328 white
## 329 white
## 330 white
## 331 hispanic / latin
## 332 white
## 333 white
## 334 white
## 335 <NA>
## 336 white
## 337 <NA>
## 338 white
## 339 white
## 340 white
## 341 white
## 342 white
## 343 white
## 344 hispanic / latin
## 345 white
## 346 black, white, other
## 347 white
## 348 white
## 349 white
## 350 white
## 351 white
## 352 white
## 353 white, other
## 354 white
## 355 white
## 356 <NA>
## 357 white
## 358 white
## 359 white
## 360 hispanic / latin, white, other
## 361 <NA>
## 362 white
## 363 white
## 364 pacific islander
## 365 middle eastern
## 366 white
## 367 asian
## 368 white
## 369 indian
## 370 white
## 371 <NA>
## 372 white
## 373 asian
## 374 <NA>
## 375 white
## 376 white
## 377 white
## 378 white
## 379 white
## 380 hispanic / latin
## 381 white
## 382 white
## 383 white
## 384 white
## 385 white
## 386 white
## 387 white
## 388 <NA>
## 389 asian, pacific islander
## 390 white
## 391 white
## 392 white
## 393 white
## 394 white
## 395 black
## 396 white
## 397 white
## 398 white
## 399 white
## 400 <NA>
## 401 white
## 402 other
## 403 white
## 404 hispanic / latin
## 405 white
## 406 white
## 407 black
## 408 white
## 409 middle eastern, white
## 410 white
## 411 white
## 412 native american, white
## 413 native american, white
## 414 white
## 415 white
## 416 other
## 417 <NA>
## 418 asian
## 419 white
## 420 white
## 421 white
## 422 <NA>
## 423 other
## 424 white
## 425 asian
## 426 white
## 427 <NA>
## 428 white
## 429 <NA>
## 430 white
## 431 other
## 432 hispanic / latin, white
## 433 other
## 434 black, other
## 435 black, native american, white
## 436 hispanic / latin
## 437 white
## 438 asian
## 439 white
## 440 black
## 441 black
## 442 <NA>
## 443 <NA>
## 444 white
## 445 white
## 446 white
## 447 <NA>
## 448 white
## 449 middle eastern
## 450 white
## 451 white
## 452 hispanic / latin
## 453 white
## 454 white
## 455 asian
## 456 asian
## 457 <NA>
## 458 indian
## 459 native american, hispanic / latin, white
## 460 white
## 461 asian, pacific islander
## 462 white
## 463 asian
## 464 white
## 465 hispanic / latin
## 466 hispanic / latin
## 467 <NA>
## 468 white
## 469 white
## 470 white
## 471 pacific islander
## 472 white, other
## 473 white
## 474 asian
## 475 hispanic / latin
## 476 asian
## 477 white
## 478 white
## 479 white, other
## 480 white
## 481 asian, white
## 482 white
## 483 white
## 484 white, other
## 485 <NA>
## 486 hispanic / latin, white
## 487 asian
## 488 <NA>
## 489 white
## 490 white
## 491 white
## 492 white
## 493 <NA>
## 494 white
## 495 white
## 496 hispanic / latin, other
## 497 asian
## 498 asian
## 499 white
## 500 <NA>
## 501 white
## 502 <NA>
## 503 white
## 504 white
## 505 white
## 506 <NA>
## 507 white
## 508 white
## 509 white
## 510 black
## 511 middle eastern, white
## 512 other
## 513 white
## 514 asian
## 515 asian
## 516 white
## 517 <NA>
## 518 asian
## 519 white
## 520 white
## 521 asian
## 522 white
## 523 white
## 524 white
## 525 hispanic / latin
## 526 white
## 527 hispanic / latin
## 528 hispanic / latin, other
## 529 white
## 530 white
## 531 white
## 532 hispanic / latin, white
## 533 black
## 534 asian
## 535 hispanic / latin
## 536 white
## 537 black, other
## 538 hispanic / latin, white
## 539 white
## 540 white
## 541 hispanic / latin, white
## 542 <NA>
## 543 white, other
## 544 white
## 545 hispanic / latin
## 546 white
## 547 hispanic / latin, white
## 548 <NA>
## 549 other
## 550 asian
## 551 white
## 552 white
## 553 native american, white, other
## 554 white
## 555 white
## 556 white
## 557 white
## 558 white
## 559 black, indian
## 560 <NA>
## 561 white
## 562 hispanic / latin, other
## 563 <NA>
## 564 white
## 565 white
## 566 hispanic / latin
## 567 hispanic / latin
## 568 white
## 569 white
## 570 other
## 571 white
## 572 white
## 573 white
## 574 hispanic / latin
## 575 hispanic / latin
## 576 white
## 577 white
## 578 white
## 579 middle eastern
## 580 white
## 581 black
## 582 white
## 583 white
## 584 white
## 585 asian
## 586 white
## 587 white
## 588 indian
## 589 indian
## 590 indian
## 591 white
## 592 <NA>
## 593 white
## 594 white
## 595 white
## 596 white
## 597 white
## 598 indian, white, other
## 599 hispanic / latin, white
## 600 indian
## 601 white
## 602 white
## 603 white
## 604 black
## 605 <NA>
## 606 white
## 607 white
## 608 white
## 609 <NA>
## 610 white
## 611 white
## 612 white
## 613 black, white
## 614 white
## 615 white
## 616 white
## 617 white
## 618 white
## 619 white
## 620 white
## 621 <NA>
## 622 white
## 623 white
## 624 white
## 625 other
## 626 white
## 627 white
## 628 white
## 629 white
## 630 hispanic / latin, white
## 631 white
## 632 white
## 633 white
## 634 hispanic / latin
## 635 hispanic / latin, white
## 636 white
## 637 white
## 638 white
## 639 white
## 640 white
## 641 pacific islander
## 642 hispanic / latin
## 643 white
## 644 other
## 645 black, white
## 646 hispanic / latin
## 647 hispanic / latin
## 648 white
## 649 hispanic / latin
## 650 white, other
## 651 middle eastern, indian, other
## 652 white
## 653 asian
## 654 white
## 655 white
## 656 white
## 657 white
## 658 hispanic / latin
## 659 asian
## 660 white
## 661 white
## 662 white
## 663 white
## 664 white
## 665 hispanic / latin
## 666 white
## 667 white
## 668 white
## 669 white
## 670 white
## 671 white
## 672 white
## 673 asian
## 674 white
## 675 white
## 676 white
## 677 white
## 678 white, other
## 679 asian
## 680 hispanic / latin, white
## 681 other
## 682 <NA>
## 683 white
## 684 asian
## 685 white
## 686 <NA>
## 687 white
## 688 white
## 689 asian
## 690 white
## 691 white
## 692 white
## 693 white
## 694 white
## 695 asian
## 696 <NA>
## 697 white
## 698 asian
## 699 pacific islander
## 700 white
## 701 black, white
## 702 asian
## 703 <NA>
## 704 <NA>
## 705 white
## 706 white
## 707 black
## 708 white
## 709 hispanic / latin, white, other
## 710 asian, white
## 711 hispanic / latin
## 712 asian, pacific islander
## 713 black
## 714 white
## 715 <NA>
## 716 white
## 717 white
## 718 white
## 719 hispanic / latin
## 720 white
## 721 hispanic / latin
## 722 white
## 723 black, native american, hispanic / latin, white, other
## 724 asian
## 725 hispanic / latin
## 726 hispanic / latin
## 727 white
## 728 white
## 729 <NA>
## 730 white
## 731 white
## 732 other
## 733 white
## 734 white
## 735 white
## 736 <NA>
## 737 black
## 738 white
## 739 white
## 740 asian, white
## 741 black
## 742 white
## 743 white
## 744 white
## 745 hispanic / latin
## 746 white
## 747 <NA>
## 748 <NA>
## 749 asian
## 750 middle eastern
## 751 hispanic / latin, white
## 752 asian, white
## 753 hispanic / latin
## 754 pacific islander
## 755 white
## 756 white
## 757 white
## 758 white
## 759 white
## 760 white
## 761 black
## 762 white
## 763 white
## 764 hispanic / latin, white
## 765 white
## 766 black
## 767 <NA>
## 768 white
## 769 white
## 770 asian, pacific islander
## 771 white
## 772 white
## 773 white
## 774 white
## 775 white
## 776 white
## 777 white
## 778 white
## 779 pacific islander, hispanic / latin
## 780 asian
## 781 <NA>
## 782 hispanic / latin
## 783 hispanic / latin
## 784 white
## 785 white
## 786 white
## 787 white
## 788 white
## 789 black, hispanic / latin, white
## 790 pacific islander
## 791 white
## 792 white
## 793 hispanic / latin
## 794 white
## 795 white
## 796 white
## 797 indian
## 798 asian
## 799 black
## 800 white
## 801 native american, white
## 802 <NA>
## 803 white
## 804 white
## 805 middle eastern, white
## 806 hispanic / latin
## 807 white
## 808 white
## 809 <NA>
## 810 white
## 811 white
## 812 asian, white
## 813 asian
## 814 hispanic / latin
## 815 indian
## 816 white
## 817 <NA>
## 818 white
## 819 white
## 820 black
## 821 <NA>
## 822 white
## 823 white
## 824 white
## 825 white
## 826 white
## 827 asian
## 828 hispanic / latin, white
## 829 <NA>
## 830 indian
## 831 white
## 832 white
## 833 hispanic / latin, white
## 834 asian
## 835 white
## 836 indian
## 837 <NA>
## 838 white
## 839 <NA>
## 840 white
## 841 native american, white
## 842 hispanic / latin, white
## 843 white
## 844 white
## 845 white
## 846 white
## 847 white
## 848 white
## 849 white
## 850 white
## 851 white
## 852 white, other
## 853 white
## 854 other
## 855 white
## 856 white
## 857 asian
## 858 white
## 859 white
## 860 white
## 861 hispanic / latin, white
## 862 white
## 863 white
## 864 white
## 865 hispanic / latin, white
## 866 white
## 867 middle eastern, white
## 868 white
## 869 white
## 870 white
## 871 other
## 872 white
## 873 white
## 874 white
## 875 white
## 876 black
## 877 asian
## 878 white
## 879 white
## 880 white
## 881 other
## 882 asian
## 883 native american
## 884 white
## 885 white
## 886 white
## 887 white
## 888 white
## 889 white
## 890 indian, white
## 891 white
## 892 white
## 893 white
## 894 white
## 895 asian, middle eastern, black, native american, indian, pacific islander, hispanic / latin, white, other
## 896 white
## 897 <NA>
## 898 asian, white
## 899 <NA>
## 900 white
## 901 asian, black
## 902 white
## 903 white
## 904 white
## 905 hispanic / latin, white
## 906 white
## 907 <NA>
## 908 white
## 909 white
## 910 hispanic / latin, white
## 911 white
## 912 white
## 913 white
## 914 white
## 915 white
## 916 white
## 917 <NA>
## 918 <NA>
## 919 white
## 920 hispanic / latin
## 921 white
## 922 white
## 923 hispanic / latin
## 924 white
## 925 white
## 926 <NA>
## 927 <NA>
## 928 asian, white
## 929 <NA>
## 930 indian
## 931 white
## 932 white
## 933 <NA>
## 934 <NA>
## 935 white, other
## 936 white
## 937 asian
## 938 white
## 939 hispanic / latin
## 940 white
## 941 asian
## 942 white
## 943 white
## 944 white
## 945 <NA>
## 946 white
## 947 <NA>
## 948 white
## 949 asian
## 950 <NA>
## 951 other
## 952 white
## 953 asian
## 954 asian, white
## 955 white
## 956 <NA>
## 957 white
## 958 white
## 959 <NA>
## 960 middle eastern
## 961 <NA>
## 962 white
## 963 white
## 964 white
## 965 white
## 966 asian
## 967 white
## 968 white
## 969 white
## 970 white
## 971 white
## 972 white
## 973 white
## 974 <NA>
## 975 white
## 976 white
## 977 white
## 978 white
## 979 white
## 980 white
## 981 white
## 982 white
## 983 <NA>
## 984 white
## 985 white
## 986 white
## 987 white
## 988 hispanic / latin, white
## 989 white
## 990 white
## 991 black
## 992 white
## 993 white
## 994 white
## 995 black
## 996 white
## 997 white
## 998 middle eastern, white
## 999 white
## 1000 white
## 1001 white
## 1002 white
## 1003 hispanic / latin, white
## 1004 white
## 1005 native american, white
## 1006 asian
## 1007 white
## 1008 <NA>
## 1009 white
## 1010 white
## 1011 white
## 1012 white
## 1013 asian
## 1014 black, native american, white
## 1015 asian
## 1016 hispanic / latin, white
## 1017 hispanic / latin, white
## 1018 white
## 1019 white
## 1020 white
## 1021 other
## 1022 white
## 1023 white
## 1024 white
## 1025 white
## 1026 white
## 1027 asian
## 1028 white
## 1029 white
## 1030 white
## 1031 <NA>
## 1032 indian
## 1033 asian, white, other
## 1034 white
## 1035 <NA>
## 1036 white
## 1037 white, other
## 1038 white
## 1039 white
## 1040 middle eastern, white
## 1041 hispanic / latin, white
## 1042 asian
## 1043 <NA>
## 1044 white
## 1045 hispanic / latin, white
## 1046 white
## 1047 <NA>
## 1048 asian
## 1049 white, other
## 1050 white
## 1051 white
## 1052 asian
## 1053 white
## 1054 white
## 1055 white
## 1056 white
## 1057 hispanic / latin, white
## 1058 hispanic / latin, white
## 1059 white
## 1060 <NA>
## 1061 <NA>
## 1062 white
## 1063 white
## 1064 white
## 1065 white
## 1066 white
## 1067 asian
## 1068 white
## 1069 white
## 1070 white
## 1071 white
## 1072 asian
## 1073 white
## 1074 <NA>
## 1075 white
## 1076 white
## 1077 asian
## 1078 white
## 1079 white
## 1080 white
## 1081 <NA>
## 1082 white
## 1083 white
## 1084 middle eastern, white
## 1085 white
## 1086 <NA>
## 1087 native american, white
## 1088 hispanic / latin, white
## 1089 white, other
## 1090 asian
## 1091 <NA>
## 1092 <NA>
## 1093 asian, white
## 1094 asian
## 1095 white
## 1096 white
## 1097 hispanic / latin
## 1098 white
## 1099 <NA>
## 1100 other
## 1101 white
## 1102 white
## 1103 other
## 1104 <NA>
## 1105 <NA>
## 1106 black, hispanic / latin
## 1107 white
## 1108 asian
## 1109 other
## 1110 asian, white
## 1111 white
## 1112 asian
## 1113 <NA>
## 1114 white
## 1115 white
## 1116 indian
## 1117 white
## 1118 asian, hispanic / latin, white
## 1119 white
## 1120 white
## 1121 white
## 1122 white
## 1123 white
## 1124 indian, white
## 1125 <NA>
## 1126 <NA>
## 1127 <NA>
## 1128 white
## 1129 white
## 1130 white
## 1131 black, native american, white
## 1132 middle eastern
## 1133 white
## 1134 white
## 1135 hispanic / latin
## 1136 white
## 1137 white
## 1138 hispanic / latin, white
## 1139 white
## 1140 white
## 1141 white
## 1142 white
## 1143 asian
## 1144 middle eastern, hispanic / latin
## 1145 white
## 1146 white
## 1147 asian
## 1148 white
## 1149 hispanic / latin, white, other
## 1150 asian
## 1151 white
## 1152 white
## 1153 hispanic / latin
## 1154 hispanic / latin, white
## 1155 white
## 1156 white
## 1157 white
## 1158 white
## 1159 white
## 1160 white
## 1161 hispanic / latin, other
## 1162 white
## 1163 native american
## 1164 asian
## 1165 white
## 1166 white
## 1167 other
## 1168 black
## 1169 <NA>
## 1170 hispanic / latin
## 1171 indian
## 1172 hispanic / latin
## 1173 asian
## 1174 white
## 1175 asian, black, native american, pacific islander, white
## 1176 <NA>
## 1177 white
## 1178 white
## 1179 middle eastern, white
## 1180 asian
## 1181 black, other
## 1182 white
## 1183 other
## 1184 white
## 1185 white
## 1186 white
## 1187 white
## 1188 black, hispanic / latin
## 1189 <NA>
## 1190 hispanic / latin, other
## 1191 indian
## 1192 indian
## 1193 white
## 1194 white
## 1195 white
## 1196 white
## 1197 white
## 1198 white
## 1199 white
## 1200 asian
## 1201 white
## 1202 white
## 1203 white
## 1204 white
## 1205 white
## 1206 white
## 1207 white
## 1208 indian, white
## 1209 white
## 1210 white
## 1211 white
## 1212 white
## 1213 white
## 1214 white
## 1215 asian
## 1216 white
## 1217 white
## 1218 white
## 1219 white, other
## 1220 white
## 1221 white
## 1222 hispanic / latin
## 1223 white
## 1224 hispanic / latin, white
## 1225 other
## 1226 asian
## 1227 white
## 1228 white
## 1229 white
## 1230 white
## 1231 white
## 1232 white
## 1233 white
## 1234 hispanic / latin
## 1235 white
## 1236 white
## 1237 white
## 1238 white
## 1239 asian, white
## 1240 <NA>
## 1241 white
## 1242 white
## 1243 <NA>
## 1244 white
## 1245 white
## 1246 <NA>
## 1247 asian, white
## 1248 asian
## 1249 asian
## 1250 asian
## 1251 white
## 1252 indian
## 1253 white
## 1254 white
## 1255 black
## 1256 white
## 1257 indian
## 1258 white
## 1259 white
## 1260 white
## 1261 <NA>
## 1262 <NA>
## 1263 asian, middle eastern, black, native american, indian, pacific islander, hispanic / latin, white, other
## 1264 white
## 1265 white
## 1266 asian
## 1267 white
## 1268 white
## 1269 middle eastern, hispanic / latin
## 1270 black
## 1271 white
## 1272 white
## 1273 white
## 1274 white
## 1275 other
## 1276 white
## 1277 white
## 1278 asian
## 1279 <NA>
## 1280 white
## 1281 white
## 1282 indian
## 1283 white
## 1284 <NA>
## 1285 white
## 1286 white
## 1287 white
## 1288 asian
## 1289 asian
## 1290 <NA>
## 1291 white
## 1292 asian
## 1293 asian
## 1294 black
## 1295 white
## 1296 other
## 1297 black
## 1298 white
## 1299 white
## 1300 middle eastern, indian
## 1301 white
## 1302 hispanic / latin
## 1303 asian
## 1304 white
## 1305 white
## 1306 asian, pacific islander
## 1307 white
## 1308 white
## 1309 hispanic / latin
## 1310 other
## 1311 white
## 1312 white
## 1313 white
## 1314 white
## 1315 other
## 1316 white
## 1317 hispanic / latin
## 1318 hispanic / latin, white
## 1319 hispanic / latin
## 1320 white
## 1321 white
## 1322 hispanic / latin, other
## 1323 other
## 1324 white
## 1325 white
## 1326 white
## 1327 white
## 1328 indian
## 1329 indian
## 1330 asian, indian
## 1331 asian
## 1332 asian
## 1333 indian
## 1334 middle eastern, white
## 1335 <NA>
## 1336 <NA>
## 1337 white
## 1338 white
## 1339 <NA>
## 1340 white
## 1341 indian
## 1342 white
## 1343 <NA>
## 1344 white
## 1345 white
## 1346 white
## 1347 white
## 1348 white
## 1349 white
## 1350 hispanic / latin
## 1351 black
## 1352 <NA>
## 1353 white
## 1354 white
## 1355 <NA>
## 1356 hispanic / latin
## 1357 white
## 1358 white
## 1359 white
## 1360 white
## 1361 black
## 1362 white
## 1363 <NA>
## 1364 white
## 1365 white
## 1366 white
## 1367 white
## 1368 hispanic / latin
## 1369 hispanic / latin
## 1370 <NA>
## 1371 white
## 1372 white
## 1373 other
## 1374 asian
## 1375 white
## 1376 <NA>
## 1377 white
## 1378 white
## 1379 <NA>
## 1380 white
## 1381 asian
## 1382 <NA>
## 1383 <NA>
## 1384 asian, white
## 1385 white
## 1386 white
## 1387 white
## 1388 white, other
## 1389 white
## 1390 white
## 1391 indian
## 1392 pacific islander
## 1393 hispanic / latin, white
## 1394 black
## 1395 asian, white
## 1396 white
## 1397 asian
## 1398 white
## 1399 white
## 1400 asian
## 1401 white
## 1402 native american, white
## 1403 asian
## 1404 white
## 1405 hispanic / latin, white
## 1406 white
## 1407 asian, white
## 1408 <NA>
## 1409 middle eastern
## 1410 white
## 1411 white
## 1412 white
## 1413 white
## 1414 white
## 1415 white
## 1416 asian
## 1417 asian
## 1418 asian
## 1419 asian
## 1420 asian
## 1421 asian
## 1422 pacific islander, other
## 1423 <NA>
## 1424 asian
## 1425 asian, white
## 1426 white
## 1427 white
## 1428 pacific islander
## 1429 white
## 1430 white
## 1431 white
## 1432 white
## 1433 white
## 1434 asian
## 1435 hispanic / latin
## 1436 asian
## 1437 white
## 1438 asian
## 1439 pacific islander
## 1440 white
## 1441 white
## 1442 white
## 1443 <NA>
## 1444 <NA>
## 1445 white
## 1446 white
## 1447 pacific islander, white
## 1448 white, other
## 1449 asian
## 1450 white
## 1451 white
## 1452 white
## 1453 white
## 1454 white
## 1455 hispanic / latin
## 1456 other
## 1457 hispanic / latin
## 1458 asian
## 1459 white
## 1460 <NA>
## 1461 asian
## 1462 asian
## 1463 white
## 1464 hispanic / latin
## 1465 black, native american, white, other
## 1466 white
## 1467 <NA>
## 1468 white
## 1469 white
## 1470 white
## 1471 <NA>
## 1472 white
## 1473 white
## 1474 hispanic / latin
## 1475 white
## 1476 white
## 1477 <NA>
## 1478 indian
## 1479 black
## 1480 white
## 1481 white
## 1482 white
## 1483 pacific islander
## 1484 white
## 1485 asian
## 1486 <NA>
## 1487 asian
## 1488 indian
## 1489 white
## 1490 asian
## 1491 white
## 1492 white
## 1493 white
## 1494 asian
## 1495 white
## 1496 hispanic / latin
## 1497 white
## 1498 black
## 1499 white
## 1500 white
## 1501 white
## 1502 asian
## 1503 <NA>
## 1504 white
## 1505 white
## 1506 asian
## 1507 <NA>
## 1508 white
## 1509 white
## 1510 asian
## 1511 white
## 1512 white
## 1513 white
## 1514 middle eastern, white
## 1515 white
## 1516 white
## 1517 black, pacific islander
## 1518 white
## 1519 white
## 1520 white
## 1521 asian
## 1522 white
## 1523 white
## 1524 middle eastern, native american, white
## 1525 hispanic / latin
## 1526 indian
## 1527 white
## 1528 asian
## 1529 white
## 1530 white
## 1531 white
## 1532 white
## 1533 white
## 1534 hispanic / latin
## 1535 white
## 1536 asian, pacific islander
## 1537 white
## 1538 white
## 1539 white
## 1540 pacific islander, white
## 1541 white
## 1542 asian
## 1543 white
## 1544 asian, white
## 1545 asian, white
## 1546 white
## 1547 white
## 1548 white
## 1549 white
## 1550 <NA>
## 1551 <NA>
## 1552 white
## 1553 white, other
## 1554 white
## 1555 white
## 1556 white
## 1557 white
## 1558 <NA>
## 1559 <NA>
## 1560 <NA>
## 1561 hispanic / latin
## 1562 black, other
## 1563 white
## 1564 white
## 1565 white
## 1566 white
## 1567 white
## 1568 white
## 1569 white
## 1570 <NA>
## 1571 white
## 1572 white
## 1573 white
## 1574 white
## 1575 white
## 1576 white
## 1577 white
## 1578 white
## 1579 white
## 1580 white
## 1581 middle eastern
## 1582 white
## 1583 pacific islander, white
## 1584 white
## 1585 white
## 1586 white
## 1587 white
## 1588 white
## 1589 white
## 1590 white
## 1591 other
## 1592 <NA>
## 1593 white
## 1594 white
## 1595 white
## 1596 white
## 1597 white
## 1598 white
## 1599 white
## 1600 white
## 1601 white
## 1602 white
## 1603 white
## 1604 white
## 1605 white
## 1606 hispanic / latin, other
## 1607 native american, white
## 1608 white
## 1609 white
## 1610 black
## 1611 white
## 1612 white
## 1613 white
## 1614 native american, white
## 1615 white
## 1616 asian, middle eastern, black, native american, indian, pacific islander, hispanic / latin, white, other
## 1617 white, other
## 1618 white
## 1619 asian
## 1620 white
## 1621 white
## 1622 asian, white
## 1623 other
## 1624 indian
## 1625 indian
## 1626 white
## 1627 white
## 1628 asian
## 1629 white
## 1630 white
## 1631 asian
## 1632 middle eastern
## 1633 white
## 1634 <NA>
## 1635 white
## 1636 hispanic / latin
## 1637 asian
## 1638 white
## 1639 white
## 1640 white
## 1641 asian
## 1642 hispanic / latin
## 1643 black
## 1644 white
## 1645 <NA>
## 1646 white
## 1647 <NA>
## 1648 white
## 1649 indian
## 1650 indian
## 1651 asian
## 1652 <NA>
## 1653 white
## 1654 white
## 1655 asian, native american
## 1656 white
## 1657 white
## 1658 asian
## 1659 white, other
## 1660 white
## 1661 white
## 1662 indian
## 1663 white
## 1664 white
## 1665 asian, hispanic / latin, white
## 1666 asian
## 1667 indian
## 1668 <NA>
## 1669 white
## 1670 white
## 1671 white
## 1672 white
## 1673 asian
## 1674 white
## 1675 hispanic / latin, white
## 1676 indian
## 1677 <NA>
## 1678 white
## 1679 <NA>
## 1680 white
## 1681 white
## 1682 white
## 1683 white
## 1684 white
## 1685 white
## 1686 white
## 1687 white
## 1688 other
## 1689 white
## 1690 asian
## 1691 white
## 1692 white
## 1693 white
## 1694 white
## 1695 asian
## 1696 white
## 1697 white
## 1698 hispanic / latin
## 1699 hispanic / latin
## 1700 black
## 1701 hispanic / latin, other
## 1702 black
## 1703 hispanic / latin
## 1704 native american, hispanic / latin, white
## 1705 <NA>
## 1706 hispanic / latin
## 1707 hispanic / latin
## 1708 hispanic / latin
## 1709 black, hispanic / latin
## 1710 asian, pacific islander
## 1711 hispanic / latin
## 1712 white
## 1713 white
## 1714 native american, hispanic / latin, white
## 1715 hispanic / latin
## 1716 white
## 1717 hispanic / latin
## 1718 indian
## 1719 <NA>
## 1720 <NA>
## 1721 middle eastern, white
## 1722 white
## 1723 asian
## 1724 white
## 1725 white
## 1726 white
## 1727 white
## 1728 white
## 1729 indian
## 1730 white
## 1731 black, hispanic / latin, white
## 1732 white
## 1733 white
## 1734 white
## 1735 white
## 1736 white
## 1737 white
## 1738 white
## 1739 white
## 1740 white
## 1741 white
## 1742 white
## 1743 white
## 1744 white
## 1745 white
## 1746 white
## 1747 white
## 1748 white
## 1749 white
## 1750 white
## 1751 white
## 1752 hispanic / latin
## 1753 white
## 1754 white
## 1755 white, other
## 1756 white
## 1757 white
## 1758 white
## 1759 white
## 1760 native american, white
## 1761 white
## 1762 asian
## 1763 other
## 1764 white
## 1765 white
## 1766 white, other
## 1767 white
## 1768 asian
## 1769 other
## 1770 white
## 1771 <NA>
## 1772 white
## 1773 white
## 1774 white
## 1775 white
## 1776 white
## 1777 asian, native american, white, other
## 1778 white
## 1779 <NA>
## 1780 <NA>
## 1781 white
## 1782 asian
## 1783 white
## 1784 white
## 1785 asian
## 1786 asian
## 1787 <NA>
## 1788 asian
## 1789 white
## 1790 white
## 1791 white
## 1792 middle eastern, white
## 1793 white, other
## 1794 hispanic / latin
## 1795 white
## 1796 <NA>
## 1797 <NA>
## 1798 asian
## 1799 asian
## 1800 asian
## 1801 asian
## 1802 white
## 1803 white
## 1804 hispanic / latin
## 1805 white
## 1806 white
## 1807 black, other
## 1808 white
## 1809 white
## 1810 <NA>
## 1811 white
## 1812 white
## 1813 white
## 1814 white
## 1815 white
## 1816 white
## 1817 white
## 1818 other
## 1819 white
## 1820 white
## 1821 white
## 1822 asian, white
## 1823 asian
## 1824 black
## 1825 white
## 1826 black
## 1827 white
## 1828 white
## 1829 white
## 1830 white
## 1831 other
## 1832 black, hispanic / latin
## 1833 asian
## 1834 hispanic / latin, white
## 1835 black, hispanic / latin
## 1836 black, native american, white, other
## 1837 white
## 1838 asian
## 1839 <NA>
## 1840 white
## 1841 white
## 1842 white
## 1843 white
## 1844 white
## 1845 asian
## 1846 white
## 1847 white
## 1848 white
## 1849 white
## 1850 indian
## 1851 indian
## 1852 white
## 1853 black
## 1854 white
## 1855 white
## 1856 other
## 1857 pacific islander
## 1858 white
## 1859 other
## 1860 white
## 1861 asian
## 1862 white
## 1863 asian
## 1864 black
## 1865 white
## 1866 white
## 1867 <NA>
## 1868 asian, pacific islander
## 1869 asian
## 1870 white
## 1871 hispanic / latin, white
## 1872 other
## 1873 <NA>
## 1874 pacific islander
## 1875 white
## 1876 white
## 1877 asian
## 1878 white
## 1879 <NA>
## 1880 white
## 1881 <NA>
## 1882 white
## 1883 other
## 1884 white
## 1885 white
## 1886 white
## 1887 black
## 1888 black, hispanic / latin, white
## 1889 white
## 1890 other
## 1891 pacific islander, hispanic / latin, white
## 1892 white
## 1893 white
## 1894 white
## 1895 asian
## 1896 hispanic / latin, white
## 1897 black
## 1898 white, other
## 1899 white
## 1900 indian, other
## 1901 white
## 1902 indian
## 1903 other
## 1904 black
## 1905 white
## 1906 black
## 1907 <NA>
## 1908 white
## 1909 white
## 1910 white
## 1911 white
## 1912 <NA>
## 1913 white
## 1914 white
## 1915 black
## 1916 white
## 1917 white
## 1918 indian
## 1919 white
## 1920 <NA>
## 1921 white
## 1922 hispanic / latin
## 1923 <NA>
## 1924 hispanic / latin, white
## 1925 white
## 1926 white
## 1927 white
## 1928 asian
## 1929 white
## 1930 asian
## 1931 white
## 1932 <NA>
## 1933 white
## 1934 white
## 1935 white
## 1936 white
## 1937 asian
## 1938 white
## 1939 asian
## 1940 white
## 1941 white
## 1942 white
## 1943 <NA>
## 1944 white
## 1945 white
## 1946 white
## 1947 white
## 1948 other
## 1949 white
## 1950 white
## 1951 white
## 1952 asian
## 1953 white
## 1954 white
## 1955 black
## 1956 asian
## 1957 white
## 1958 asian
## 1959 asian
## 1960 asian, pacific islander, other
## 1961 black
## 1962 white
## 1963 asian
## 1964 white
## 1965 white
## 1966 white
## 1967 <NA>
## 1968 white
## 1969 pacific islander, white
## 1970 white
## 1971 white
## 1972 white
## 1973 middle eastern
## 1974 <NA>
## 1975 other
## 1976 <NA>
## 1977 asian
## 1978 white
## 1979 white
## 1980 white
## 1981 asian
## 1982 white
## 1983 asian
## 1984 <NA>
## 1985 white
## 1986 white
## 1987 white
## 1988 black, hispanic / latin, other
## 1989 asian
## 1990 asian
## 1991 white
## 1992 other
## 1993 asian
## 1994 <NA>
## 1995 white
## 1996 white
## 1997 white
## 1998 other
## 1999 white
## 2000 <NA>
## 2001 asian, black, native american
## 2002 white
## 2003 white
## 2004 white
## 2005 white
## 2006 pacific islander
## 2007 <NA>
## 2008 asian
## 2009 asian
## 2010 black
## 2011 white
## 2012 native american, white
## 2013 white
## 2014 white
## 2015 white
## 2016 <NA>
## 2017 white
## 2018 <NA>
## 2019 asian
## 2020 <NA>
## 2021 white
## 2022 asian
## 2023 other
## 2024 black
## 2025 asian
## 2026 white
## 2027 white
## 2028 black, native american, hispanic / latin, white
## 2029 black
## 2030 white
## 2031 white
## 2032 white
## 2033 <NA>
## 2034 white
## 2035 white
## 2036 black
## 2037 pacific islander
## 2038 asian
## 2039 white
## 2040 native american, hispanic / latin
## 2041 white
## 2042 white
## 2043 other
## 2044 asian
## 2045 white
## 2046 other
## 2047 hispanic / latin
## 2048 white
## 2049 native american, white
## 2050 asian
## 2051 hispanic / latin, white
## 2052 white
## 2053 white
## 2054 white
## 2055 white
## 2056 hispanic / latin
## 2057 indian
## 2058 other
## 2059 black
## 2060 white
## 2061 white
## 2062 indian, hispanic / latin
## 2063 white
## 2064 white
## 2065 indian
## 2066 white
## 2067 white
## 2068 hispanic / latin
## 2069 indian
## 2070 white
## 2071 white
## 2072 white
## 2073 white
## 2074 white
## 2075 white
## 2076 white
## 2077 other
## 2078 white
## 2079 hispanic / latin
## 2080 white
## 2081 white
## 2082 white
## 2083 hispanic / latin, white, other
## 2084 white
## 2085 hispanic / latin
## 2086 white
## 2087 middle eastern
## 2088 white
## 2089 white
## 2090 <NA>
## 2091 white
## 2092 white
## 2093 hispanic / latin, white
## 2094 white
## 2095 hispanic / latin
## 2096 white
## 2097 white, other
## 2098 white
## 2099 white
## 2100 <NA>
## 2101 asian
## 2102 asian
## 2103 white
## 2104 <NA>
## 2105 white
## 2106 black, white
## 2107 white
## 2108 white
## 2109 white
## 2110 white
## 2111 white
## 2112 white
## 2113 white
## 2114 white
## 2115 other
## 2116 indian
## 2117 <NA>
## 2118 indian
## 2119 white
## 2120 white
## 2121 white
## 2122 asian
## 2123 white
## 2124 black
## 2125 white
## 2126 asian
## 2127 white
## 2128 black
## 2129 black, white
## 2130 middle eastern, white
## 2131 asian
## 2132 white
## 2133 <NA>
## 2134 native american, pacific islander
## 2135 <NA>
## 2136 white
## 2137 <NA>
## 2138 pacific islander
## 2139 white
## 2140 white
## 2141 white
## 2142 other
## 2143 black, other
## 2144 white
## 2145 indian
## 2146 asian
## 2147 indian
## 2148 asian
## 2149 asian
## 2150 white
## 2151 asian
## 2152 white
## 2153 white
## 2154 white
## 2155 white
## 2156 indian
## 2157 native american, white
## 2158 asian
## 2159 white
## 2160 white
## 2161 white
## 2162 asian
## 2163 asian
## 2164 white
## 2165 white
## 2166 white
## 2167 <NA>
## 2168 white
## 2169 other
## 2170 white
## 2171 white
## 2172 white
## 2173 white
## 2174 native american, white
## 2175 indian
## 2176 white
## 2177 white
## 2178 white
## 2179 indian
## 2180 asian, black, native american, hispanic / latin, white
## 2181 asian
## 2182 asian
## 2183 white
## 2184 <NA>
## 2185 white
## 2186 white
## 2187 white
## 2188 hispanic / latin
## 2189 white
## 2190 asian
## 2191 hispanic / latin
## 2192 hispanic / latin
## 2193 hispanic / latin
## 2194 asian, pacific islander, other
## 2195 white
## 2196 white
## 2197 asian
## 2198 other
## 2199 other
## 2200 white
## 2201 hispanic / latin
## 2202 indian, other
## 2203 black, white
## 2204 white
## 2205 white
## 2206 white
## 2207 white
## 2208 asian
## 2209 asian
## 2210 asian
## 2211 white
## 2212 white
## 2213 pacific islander, white
## 2214 white
## 2215 middle eastern
## 2216 native american, white
## 2217 white
## 2218 white
## 2219 asian, black, white
## 2220 asian, black, native american, pacific islander, other
## 2221 white
## 2222 hispanic / latin
## 2223 white
## 2224 white
## 2225 hispanic / latin
## 2226 middle eastern, hispanic / latin, white
## 2227 white
## 2228 white
## 2229 <NA>
## 2230 white
## 2231 white
## 2232 white
## 2233 white
## 2234 asian, pacific islander
## 2235 asian, pacific islander, white
## 2236 white
## 2237 hispanic / latin
## 2238 asian
## 2239 hispanic / latin
## 2240 white
## 2241 white
## 2242 hispanic / latin
## 2243 other
## 2244 <NA>
## 2245 hispanic / latin
## 2246 white
## 2247 asian
## 2248 asian
## 2249 middle eastern
## 2250 asian
## 2251 white
## 2252 other
## 2253 white
## 2254 white
## 2255 black
## 2256 white
## 2257 middle eastern
## 2258 asian
## 2259 white
## 2260 asian
## 2261 asian, middle eastern, black, native american, indian, pacific islander, hispanic / latin, white, other
## 2262 white
## 2263 white
## 2264 black
## 2265 white
## 2266 other
## 2267 middle eastern, hispanic / latin
## 2268 asian, pacific islander
## 2269 white
## 2270 white
## 2271 pacific islander
## 2272 white
## 2273 white
## 2274 native american, white
## 2275 white
## 2276 white
## 2277 white
## 2278 white
## 2279 asian
## 2280 white
## 2281 hispanic / latin
## 2282 hispanic / latin
## 2283 white
## 2284 black, white
## 2285 white
## 2286 white
## 2287 black
## 2288 white
## 2289 <NA>
## 2290 white
## 2291 white
## 2292 white
## 2293 white
## 2294 white
## 2295 asian
## 2296 white
## 2297 pacific islander, white
## 2298 asian
## 2299 hispanic / latin
## 2300 white
## 2301 <NA>
## 2302 hispanic / latin, white
## 2303 hispanic / latin
## 2304 white
## 2305 <NA>
## 2306 hispanic / latin
## 2307 hispanic / latin
## 2308 other
## 2309 hispanic / latin
## 2310 hispanic / latin, white
## 2311 hispanic / latin
## 2312 white
## 2313 hispanic / latin
## 2314 white
## 2315 hispanic / latin
## 2316 asian
## 2317 white
## 2318 native american, white
## 2319 white
## 2320 white
## 2321 asian
## 2322 white, other
## 2323 white
## 2324 white
## 2325 white
## 2326 white
## 2327 white
## 2328 white
## 2329 native american, white
## 2330 white
## 2331 white
## 2332 white
## 2333 <NA>
## 2334 hispanic / latin
## 2335 white
## 2336 hispanic / latin
## 2337 white
## 2338 <NA>
## 2339 hispanic / latin
## 2340 asian
## 2341 white
## 2342 other
## 2343 hispanic / latin
## 2344 white
## 2345 white
## 2346 white
## 2347 hispanic / latin, white, other
## 2348 hispanic / latin
## 2349 white
## 2350 white
## 2351 hispanic / latin
## 2352 white
## 2353 white
## 2354 white
## 2355 white
## 2356 white
## 2357 white
## 2358 white
## 2359 white
## 2360 <NA>
## 2361 white
## 2362 middle eastern, white
## 2363 black
## 2364 <NA>
## 2365 other
## 2366 white
## 2367 hispanic / latin
## 2368 <NA>
## 2369 white, other
## 2370 white
## 2371 white
## 2372 hispanic / latin
## 2373 other
## 2374 other
## 2375 white
## 2376 white
## 2377 white
## 2378 white
## 2379 white
## 2380 <NA>
## 2381 <NA>
## 2382 other
## 2383 <NA>
## 2384 black, native american, hispanic / latin
## 2385 white
## 2386 white
## 2387 hispanic / latin
## 2388 white, other
## 2389 white
## 2390 <NA>
## 2391 other
## 2392 hispanic / latin, white
## 2393 asian, native american, hispanic / latin, white, other
## 2394 white
## 2395 white
## 2396 white
## 2397 white
## 2398 white
## 2399 white
## 2400 <NA>
## 2401 indian
## 2402 white
## 2403 white
## 2404 hispanic / latin
## 2405 asian, white
## 2406 black
## 2407 hispanic / latin
## 2408 white
## 2409 white
## 2410 hispanic / latin
## 2411 white
## 2412 pacific islander, hispanic / latin, white
## 2413 white
## 2414 white
## 2415 white
## 2416 white
## 2417 <NA>
## 2418 hispanic / latin, white, other
## 2419 white
## 2420 other
## 2421 white
## 2422 hispanic / latin, white
## 2423 black, white, other
## 2424 white
## 2425 indian
## 2426 white
## 2427 other
## 2428 hispanic / latin, other
## 2429 white
## 2430 <NA>
## 2431 white
## 2432 white
## 2433 white
## 2434 white
## 2435 white
## 2436 hispanic / latin
## 2437 white
## 2438 white
## 2439 white
## 2440 white
## 2441 hispanic / latin, other
## 2442 white
## 2443 white
## 2444 white
## 2445 <NA>
## 2446 white
## 2447 white
## 2448 white
## 2449 white
## 2450 white
## 2451 middle eastern
## 2452 white
## 2453 white
## 2454 middle eastern
## 2455 asian
## 2456 <NA>
## 2457 <NA>
## 2458 white
## 2459 asian
## 2460 white
## 2461 white
## 2462 other
## 2463 white
## 2464 white
## 2465 white
## 2466 asian
## 2467 asian
## 2468 white
## 2469 white
## 2470 hispanic / latin
## 2471 white
## 2472 white
## 2473 hispanic / latin
## 2474 asian
## 2475 <NA>
## 2476 hispanic / latin
## 2477 white
## 2478 hispanic / latin, white
## 2479 middle eastern
## 2480 <NA>
## 2481 other
## 2482 white
## 2483 white
## 2484 white
## 2485 middle eastern
## 2486 other
## 2487 white
## 2488 asian
## 2489 asian, black
## 2490 asian
## 2491 <NA>
## 2492 white
## 2493 middle eastern, white
## 2494 <NA>
## 2495 indian
## 2496 white
## 2497 asian
## 2498 white
## 2499 white
## 2500 white
## 2501 asian, white
## 2502 white
## 2503 white
## 2504 indian, white
## 2505 white
## 2506 hispanic / latin, white
## 2507 other
## 2508 <NA>
## 2509 asian
## 2510 <NA>
## 2511 white
## 2512 white
## 2513 <NA>
## 2514 white
## 2515 white
## 2516 <NA>
## 2517 white
## 2518 <NA>
## 2519 white
## 2520 white
## 2521 white
## 2522 white
## 2523 asian
## 2524 <NA>
## 2525 asian, hispanic / latin
## 2526 asian, pacific islander, white, other
## 2527 white
## 2528 middle eastern, white, other
## 2529 middle eastern
## 2530 hispanic / latin
## 2531 white
## 2532 white
## 2533 black
## 2534 <NA>
## 2535 <NA>
## 2536 black
## 2537 white
## 2538 white
## 2539 white, other
## 2540 <NA>
## 2541 white
## 2542 hispanic / latin
## 2543 asian, hispanic / latin
## 2544 white
## 2545 white
## 2546 <NA>
## 2547 middle eastern
## 2548 white
## 2549 white
## 2550 <NA>
## 2551 white
## 2552 white
## 2553 white
## 2554 white
## 2555 asian
## 2556 black, native american
## 2557 white
## 2558 white
## 2559 white
## 2560 white
## 2561 white
## 2562 asian
## 2563 white
## 2564 white
## 2565 white
## 2566 asian, white
## 2567 white
## 2568 black
## 2569 white
## 2570 native american
## 2571 white
## 2572 white
## 2573 white
## 2574 <NA>
## 2575 asian
## 2576 white
## 2577 white
## 2578 hispanic / latin, white
## 2579 white
## 2580 white
## 2581 asian, white
## 2582 white
## 2583 asian
## 2584 other
## 2585 asian, pacific islander, hispanic / latin
## 2586 white
## 2587 white
## 2588 hispanic / latin
## 2589 asian, pacific islander
## 2590 white
## 2591 white
## 2592 <NA>
## 2593 white
## 2594 white
## 2595 white
## 2596 white
## 2597 asian
## 2598 white
## 2599 white
## 2600 white
## 2601 black
## 2602 black, hispanic / latin, other
## 2603 white
## 2604 white
## 2605 white
## 2606 <NA>
## 2607 black, indian
## 2608 <NA>
## 2609 asian, white
## 2610 asian, pacific islander
## 2611 white
## 2612 white
## 2613 hispanic / latin
## 2614 other
## 2615 <NA>
## 2616 asian
## 2617 white
## 2618 black
## 2619 white
## 2620 white
## 2621 white
## 2622 indian
## 2623 white
## 2624 <NA>
## 2625 asian
## 2626 white
## 2627 asian
## 2628 <NA>
## 2629 asian
## 2630 asian, pacific islander
## 2631 <NA>
## 2632 white
## 2633 black, white, other
## 2634 white
## 2635 white
## 2636 <NA>
## 2637 hispanic / latin
## 2638 white
## 2639 black
## 2640 white
## 2641 white
## 2642 white
## 2643 white
## 2644 white
## 2645 hispanic / latin, white
## 2646 white
## 2647 white
## 2648 white
## 2649 <NA>
## 2650 white
## 2651 <NA>
## 2652 white
## 2653 white
## 2654 hispanic / latin, white
## 2655 white
## 2656 white
## 2657 white
## 2658 other
## 2659 white
## 2660 white
## 2661 hispanic / latin, white
## 2662 hispanic / latin, white
## 2663 white
## 2664 <NA>
## 2665 white
## 2666 white
## 2667 white
## 2668 white
## 2669 hispanic / latin, white
## 2670 white
## 2671 white
## 2672 white
## 2673 white
## 2674 asian
## 2675 white
## 2676 white
## 2677 asian
## 2678 pacific islander
## 2679 white
## 2680 white
## 2681 hispanic / latin
## 2682 white
## 2683 white
## 2684 white
## 2685 asian, hispanic / latin
## 2686 white
## 2687 hispanic / latin, white
## 2688 white
## 2689 asian
## 2690 white
## 2691 white
## 2692 hispanic / latin, white
## 2693 white
## 2694 white
## 2695 white
## 2696 white
## 2697 white
## 2698 black
## 2699 pacific islander, white
## 2700 middle eastern, white
## 2701 <NA>
## 2702 white
## 2703 black
## 2704 white
## 2705 asian
## 2706 indian, other
## 2707 asian, white
## 2708 white
## 2709 white
## 2710 white
## 2711 other
## 2712 white
## 2713 pacific islander, white
## 2714 white
## 2715 white
## 2716 asian, white
## 2717 white
## 2718 hispanic / latin
## 2719 white
## 2720 white
## 2721 white
## 2722 white
## 2723 <NA>
## 2724 white, other
## 2725 asian
## 2726 white
## 2727 white
## 2728 <NA>
## 2729 asian
## 2730 <NA>
## 2731 white
## 2732 asian
## 2733 white
## 2734 white
## 2735 <NA>
## 2736 white
## 2737 asian, white
## 2738 asian
## 2739 indian
## 2740 white
## 2741 asian
## 2742 asian
## 2743 white
## 2744 white
## 2745 hispanic / latin
## 2746 asian, white
## 2747 white
## 2748 asian
## 2749 white
## 2750 asian
## 2751 white
## 2752 white
## 2753 asian
## 2754 white
## 2755 <NA>
## 2756 white
## 2757 white
## 2758 black
## 2759 hispanic / latin
## 2760 white
## 2761 hispanic / latin
## 2762 asian, indian
## 2763 hispanic / latin, white
## 2764 white
## 2765 white
## 2766 white
## 2767 white
## 2768 white
## 2769 white
## 2770 <NA>
## 2771 white
## 2772 black, white
## 2773 white
## 2774 white
## 2775 white
## 2776 black, native american
## 2777 hispanic / latin
## 2778 white
## 2779 asian, middle eastern, black, native american, indian, pacific islander, hispanic / latin, white, other
## 2780 black, native american, indian, other
## 2781 asian
## 2782 white
## 2783 white
## 2784 white
## 2785 white
## 2786 native american, hispanic / latin, white, other
## 2787 white
## 2788 white
## 2789 white
## 2790 white
## 2791 white
## 2792 hispanic / latin
## 2793 hispanic / latin, white
## 2794 <NA>
## 2795 black
## 2796 white
## 2797 white
## 2798 white
## 2799 <NA>
## 2800 asian
## 2801 black
## 2802 asian
## 2803 middle eastern, hispanic / latin, white
## 2804 white, other
## 2805 hispanic / latin
## 2806 white
## 2807 indian
## 2808 asian
## 2809 white
## 2810 asian
## 2811 white
## 2812 asian
## 2813 white
## 2814 asian, white
## 2815 white
## 2816 middle eastern
## 2817 <NA>
## 2818 white
## 2819 <NA>
## 2820 white
## 2821 hispanic / latin
## 2822 white
## 2823 <NA>
## 2824 white
## 2825 white
## 2826 white
## 2827 white
## 2828 <NA>
## 2829 black, white
## 2830 white
## 2831 white
## 2832 <NA>
## 2833 <NA>
## 2834 white
## 2835 hispanic / latin, white
## 2836 other
## 2837 pacific islander, other
## 2838 white
## 2839 white
## 2840 black
## 2841 white
## 2842 middle eastern, white
## 2843 white
## 2844 white
## 2845 white
## 2846 black
## 2847 middle eastern
## 2848 white, other
## 2849 white, other
## 2850 white
## 2851 white
## 2852 <NA>
## 2853 white
## 2854 white
## 2855 white
## 2856 black
## 2857 black
## 2858 black
## 2859 white
## 2860 white
## 2861 white
## 2862 white
## 2863 white
## 2864 white
## 2865 white
## 2866 white
## 2867 white
## 2868 <NA>
## 2869 white
## 2870 white
## 2871 white
## 2872 hispanic / latin
## 2873 white
## 2874 asian
## 2875 white
## 2876 white
## 2877 asian
## 2878 white
## 2879 <NA>
## 2880 white
## 2881 asian
## 2882 asian
## 2883 black
## 2884 hispanic / latin
## 2885 white
## 2886 white
## 2887 <NA>
## 2888 <NA>
## 2889 hispanic / latin
## 2890 black
## 2891 white
## 2892 <NA>
## 2893 <NA>
## 2894 white
## 2895 white
## 2896 white
## 2897 indian
## 2898 <NA>
## 2899 white
## 2900 white
## 2901 hispanic / latin, white
## 2902 white
## 2903 white
## 2904 hispanic / latin
## 2905 <NA>
## 2906 white
## 2907 white
## 2908 hispanic / latin
## 2909 white
## 2910 asian
## 2911 white
## 2912 white
## 2913 <NA>
## 2914 white
## 2915 native american, hispanic / latin, white
## 2916 white
## 2917 pacific islander
## 2918 white
## 2919 white
## 2920 white
## 2921 white
## 2922 white
## 2923 white
## 2924 white
## 2925 asian
## 2926 <NA>
## 2927 white
## 2928 <NA>
## 2929 black
## 2930 white
## 2931 other
## 2932 white
## 2933 <NA>
## 2934 white
## 2935 other
## 2936 white
## 2937 white
## 2938 white
## 2939 white
## 2940 white
## 2941 black
## 2942 black
## 2943 white
## 2944 white
## 2945 white
## 2946 white
## 2947 asian
## 2948 black
## 2949 <NA>
## 2950 asian
## 2951 asian
## 2952 black
## 2953 black, native american, other
## 2954 white
## 2955 hispanic / latin, white
## 2956 black, indian
## 2957 white
## 2958 <NA>
## 2959 asian, pacific islander
## 2960 <NA>
## 2961 other
## 2962 white
## 2963 white
## 2964 white
## 2965 white
## 2966 <NA>
## 2967 other
## 2968 white
## 2969 hispanic / latin, white
## 2970 hispanic / latin
## 2971 white
## 2972 white
## 2973 white
## 2974 middle eastern, native american, white
## 2975 white
## 2976 native american, white
## 2977 asian
## 2978 white
## 2979 <NA>
## 2980 hispanic / latin
## 2981 asian, other
## 2982 asian, white, other
## 2983 asian
## 2984 hispanic / latin
## 2985 white
## 2986 white
## 2987 asian, white
## 2988 white
## 2989 <NA>
## 2990 white
## 2991 white
## 2992 white
## 2993 white
## 2994 white
## 2995 white
## 2996 white
## 2997 white
## 2998 white
## 2999 white
## 3000 hispanic / latin
## 3001 white
## 3002 <NA>
## 3003 white
## 3004 black, white
## 3005 white
## 3006 white
## 3007 white
## 3008 white
## 3009 white, other
## 3010 white
## 3011 asian
## 3012 white
## 3013 white
## 3014 white
## 3015 white
## 3016 hispanic / latin, white
## 3017 white
## 3018 white
## 3019 asian
## 3020 white
## 3021 white
## 3022 asian
## 3023 white
## 3024 hispanic / latin
## 3025 <NA>
## 3026 asian
## 3027 asian, white
## 3028 asian
## 3029 <NA>
## 3030 asian
## 3031 asian
## 3032 white
## 3033 white
## 3034 hispanic / latin, white
## 3035 white
## 3036 black, white
## 3037 indian, hispanic / latin
## 3038 hispanic / latin
## 3039 white
## 3040 other
## 3041 <NA>
## 3042 white
## 3043 <NA>
## 3044 white
## 3045 <NA>
## 3046 white
## 3047 asian
## 3048 <NA>
## 3049 <NA>
## 3050 other
## 3051 white, other
## 3052 <NA>
## 3053 other
## 3054 <NA>
## 3055 white
## 3056 white
## 3057 other
## 3058 white
## 3059 white
## 3060 middle eastern
## 3061 black
## 3062 other
## 3063 white
## 3064 <NA>
## 3065 native american, white, other
## 3066 <NA>
## 3067 white
## 3068 white
## 3069 indian
## 3070 black, hispanic / latin, white
## 3071 <NA>
## 3072 white
## 3073 indian
## 3074 <NA>
## 3075 white
## 3076 white
## 3077 hispanic / latin, white
## 3078 white
## 3079 indian
## 3080 indian, white
## 3081 black
## 3082 hispanic / latin, white
## 3083 other
## 3084 white
## 3085 hispanic / latin, white, other
## 3086 white
## 3087 black
## 3088 white
## 3089 white
## 3090 white
## 3091 white
## 3092 black
## 3093 white
## 3094 middle eastern
## 3095 asian, white
## 3096 asian, hispanic / latin, white
## 3097 white
## 3098 white
## 3099 asian
## 3100 white
## 3101 <NA>
## 3102 white
## 3103 asian
## 3104 white
## 3105 white
## 3106 middle eastern
## 3107 white
## 3108 hispanic / latin
## 3109 black
## 3110 white
## 3111 <NA>
## 3112 white
## 3113 white
## 3114 white
## 3115 white
## 3116 white
## 3117 <NA>
## 3118 other
## 3119 asian
## 3120 white
## 3121 white
## 3122 <NA>
## 3123 hispanic / latin, white
## 3124 white
## 3125 white
## 3126 white
## 3127 hispanic / latin
## 3128 white
## 3129 pacific islander, white
## 3130 white
## 3131 white
## 3132 white
## 3133 asian
## 3134 white
## 3135 black
## 3136 hispanic / latin
## 3137 white
## 3138 white
## 3139 middle eastern, hispanic / latin, other
## 3140 asian
## 3141 white
## 3142 white
## 3143 white
## 3144 white
## 3145 black
## 3146 <NA>
## 3147 white
## 3148 white
## 3149 white
## 3150 white
## 3151 white
## 3152 asian
## 3153 white
## 3154 white
## 3155 white
## 3156 <NA>
## 3157 white
## 3158 white
## 3159 white
## 3160 white
## 3161 white
## 3162 white
## 3163 white
## 3164 asian, hispanic / latin
## 3165 white
## 3166 <NA>
## 3167 white
## 3168 white
## 3169 middle eastern
## 3170 white
## 3171 white
## 3172 indian
## 3173 white
## 3174 white
## 3175 other
## 3176 white
## 3177 black
## 3178 white
## 3179 white
## 3180 asian
## 3181 <NA>
## 3182 white
## 3183 <NA>
## 3184 asian, hispanic / latin
## 3185 hispanic / latin
## 3186 asian
## 3187 white
## 3188 white
## 3189 white
## 3190 white
## 3191 white
## 3192 white
## 3193 hispanic / latin, white
## 3194 other
## 3195 hispanic / latin
## 3196 hispanic / latin
## 3197 asian, white
## 3198 other
## 3199 white
## 3200 white
## 3201 white
## 3202 white
## 3203 white, other
## 3204 white
## 3205 <NA>
## 3206 white
## 3207 other
## 3208 white
## 3209 white
## 3210 white
## 3211 indian
## 3212 indian, other
## 3213 white
## 3214 white
## 3215 <NA>
## 3216 white
## 3217 white
## 3218 hispanic / latin
## 3219 hispanic / latin
## 3220 white
## 3221 white
## 3222 pacific islander, hispanic / latin, white
## 3223 white
## 3224 <NA>
## 3225 white
## 3226 white
## 3227 white
## 3228 white
## 3229 white
## 3230 white
## 3231 white
## 3232 <NA>
## 3233 white
## 3234 white
## 3235 white
## 3236 white
## 3237 middle eastern, white
## 3238 middle eastern, white
## 3239 <NA>
## 3240 asian
## 3241 white
## 3242 hispanic / latin
## 3243 white
## 3244 white
## 3245 white
## 3246 white
## 3247 white
## 3248 black
## 3249 middle eastern
## 3250 white
## 3251 asian, white
## 3252 white
## 3253 black, native american, white
## 3254 hispanic / latin
## 3255 white
## 3256 asian
## 3257 white
## 3258 black
## 3259 white
## 3260 white
## 3261 white
## 3262 asian
## 3263 white
## 3264 white
## 3265 white
## 3266 black
## 3267 pacific islander, hispanic / latin
## 3268 <NA>
## 3269 white
## 3270 white
## 3271 hispanic / latin
## 3272 asian
## 3273 white
## 3274 white
## 3275 white
## 3276 <NA>
## 3277 white
## 3278 white
## 3279 white
## 3280 other
## 3281 white
## 3282 white
## 3283 asian
## 3284 <NA>
## 3285 white
## 3286 hispanic / latin
## 3287 hispanic / latin, other
## 3288 <NA>
## 3289 white
## 3290 white
## 3291 <NA>
## 3292 white
## 3293 hispanic / latin
## 3294 white
## 3295 white
## 3296 white
## 3297 white
## 3298 white
## 3299 black
## 3300 white
## 3301 white
## 3302 <NA>
## 3303 <NA>
## 3304 hispanic / latin
## 3305 white
## 3306 <NA>
## 3307 white
## 3308 white
## 3309 asian
## 3310 hispanic / latin
## 3311 hispanic / latin
## 3312 hispanic / latin
## 3313 hispanic / latin, white, other
## 3314 asian, white
## 3315 white
## 3316 <NA>
## 3317 asian, white
## 3318 white
## 3319 white
## 3320 white
## 3321 white
## 3322 white
## 3323 hispanic / latin
## 3324 white
## 3325 white
## 3326 pacific islander, white
## 3327 white
## 3328 asian
## 3329 white
## 3330 <NA>
## 3331 white
## 3332 <NA>
## 3333 white
## 3334 white
## 3335 white
## 3336 white
## 3337 white
## 3338 middle eastern, hispanic / latin, white
## 3339 white
## 3340 white
## 3341 white
## 3342 white
## 3343 white
## 3344 white
## 3345 white
## 3346 asian
## 3347 white
## 3348 <NA>
## 3349 white
## 3350 white
## 3351 white
## 3352 white
## 3353 white
## 3354 white
## 3355 white
## 3356 white
## 3357 asian, white
## 3358 white
## 3359 other
## 3360 white
## 3361 white
## 3362 asian
## 3363 white
## 3364 asian
## 3365 white
## 3366 white
## 3367 white
## 3368 <NA>
## 3369 white
## 3370 white
## 3371 white
## 3372 native american, white
## 3373 indian
## 3374 white
## 3375 native american, white
## 3376 white
## 3377 white
## 3378 white
## 3379 white
## 3380 white
## 3381 asian
## 3382 white
## 3383 white
## 3384 white
## 3385 white
## 3386 black
## 3387 other
## 3388 <NA>
## 3389 asian
## 3390 white
## 3391 white
## 3392 <NA>
## 3393 white
## 3394 white
## 3395 white
## 3396 white
## 3397 white
## 3398 white
## 3399 white
## 3400 black
## 3401 white
## 3402 <NA>
## 3403 white
## 3404 white
## 3405 white
## 3406 white
## 3407 white
## 3408 white
## 3409 white
## 3410 white
## 3411 white
## 3412 white
## 3413 white
## 3414 white
## 3415 <NA>
## 3416 asian
## 3417 asian
## 3418 white
## 3419 white
## 3420 white
## 3421 white
## 3422 <NA>
## 3423 white
## 3424 asian
## 3425 white
## 3426 white
## 3427 <NA>
## 3428 asian
## 3429 asian
## 3430 white
## 3431 indian
## 3432 middle eastern, white
## 3433 other
## 3434 indian
## 3435 middle eastern
## 3436 asian
## 3437 hispanic / latin, white
## 3438 white
## 3439 white
## 3440 white
## 3441 white
## 3442 white
## 3443 white
## 3444 black, white
## 3445 white
## 3446 asian
## 3447 white
## 3448 hispanic / latin
## 3449 white
## 3450 white
## 3451 hispanic / latin, white, other
## 3452 white
## 3453 asian
## 3454 white
## 3455 white
## 3456 asian
## 3457 white
## 3458 white
## 3459 white
## 3460 white
## 3461 asian
## 3462 white
## 3463 other
## 3464 asian
## 3465 white
## 3466 pacific islander, white
## 3467 black
## 3468 asian
## 3469 asian
## 3470 pacific islander
## 3471 black, hispanic / latin
## 3472 white
## 3473 hispanic / latin
## 3474 white
## 3475 asian, hispanic / latin
## 3476 hispanic / latin
## 3477 white
## 3478 other
## 3479 white
## 3480 hispanic / latin
## 3481 <NA>
## 3482 asian
## 3483 hispanic / latin
## 3484 pacific islander, hispanic / latin, white, other
## 3485 <NA>
## 3486 asian
## 3487 pacific islander
## 3488 white
## 3489 white
## 3490 white
## 3491 white
## 3492 white
## 3493 black, native american, white, other
## 3494 asian
## 3495 white
## 3496 black, white
## 3497 white
## 3498 white
## 3499 asian, pacific islander
## 3500 white
## 3501 asian
## 3502 white
## 3503 native american
## 3504 other
## 3505 white
## 3506 <NA>
## 3507 asian
## 3508 white
## 3509 asian
## 3510 hispanic / latin
## 3511 hispanic / latin
## 3512 hispanic / latin
## 3513 <NA>
## 3514 other
## 3515 hispanic / latin
## 3516 indian
## 3517 asian
## 3518 white
## 3519 asian
## 3520 asian
## 3521 hispanic / latin
## 3522 white
## 3523 white
## 3524 white
## 3525 white
## 3526 white, other
## 3527 asian
## 3528 white, other
## 3529 white
## 3530 other
## 3531 black, hispanic / latin
## 3532 other
## 3533 white
## 3534 white
## 3535 white
## 3536 white
## 3537 black
## 3538 white
## 3539 white
## 3540 indian, white
## 3541 other
## 3542 white
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## 3546 white
## 3547 indian
## 3548 white
## 3549 white
## 3550 white
## 3551 white
## 3552 hispanic / latin
## 3553 white
## 3554 asian
## 3555 white
## 3556 white, other
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## 3558 other
## 3559 asian
## 3560 asian
## 3561 asian
## 3562 asian
## 3563 other
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## 3565 asian
## 3566 white
## 3567 indian
## 3568 white
## 3569 indian
## 3570 hispanic / latin, white
## 3571 <NA>
## 3572 indian
## 3573 asian
## 3574 white
## 3575 native american, white
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## 3577 other
## 3578 white
## 3579 <NA>
## 3580 white
## 3581 other
## 3582 white
## 3583 hispanic / latin
## 3584 other
## 3585 white
## 3586 hispanic / latin
## 3587 white
## 3588 white
## 3589 asian
## 3590 white
## 3591 asian
## 3592 white
## 3593 white
## 3594 white
## 3595 white
## 3596 white
## 3597 white
## 3598 asian
## 3599 white
## 3600 white
## 3601 pacific islander
## 3602 white
## 3603 white
## 3604 white
## 3605 hispanic / latin
## 3606 <NA>
## 3607 asian
## 3608 <NA>
## 3609 native american
## 3610 hispanic / latin, white
## 3611 white
## 3612 white
## 3613 asian
## 3614 white
## 3615 white
## 3616 white
## 3617 middle eastern, white
## 3618 white
## 3619 white
## 3620 white
## 3621 white
## 3622 white
## 3623 <NA>
## 3624 white
## 3625 white
## 3626 white
## 3627 asian, white
## 3628 asian
## 3629 native american
## 3630 white
## 3631 white
## 3632 white
## 3633 hispanic / latin
## 3634 white
## 3635 white
## 3636 white
## 3637 white
## 3638 <NA>
## 3639 <NA>
## 3640 asian
## 3641 white
## 3642 <NA>
## 3643 white
## 3644 other
## 3645 white
## 3646 white
## 3647 white
## 3648 asian
## 3649 white
## 3650 white
## 3651 white
## 3652 white
## 3653 white
## 3654 white
## 3655 white
## 3656 white
## 3657 white
## 3658 black
## 3659 asian
## 3660 asian
## 3661 white
## 3662 white
## 3663 white
## 3664 white
## 3665 white
## 3666 white
## 3667 white
## 3668 white
## 3669 asian
## 3670 white
## 3671 white
## 3672 white
## 3673 white
## 3674 asian
## 3675 white
## 3676 white
## 3677 white
## 3678 asian, pacific islander
## 3679 white
## 3680 other
## 3681 white
## 3682 other
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## 3684 black
## 3685 white
## 3686 white
## 3687 hispanic / latin
## 3688 <NA>
## 3689 white
## 3690 white
## 3691 white
## 3692 white
## 3693 white
## 3694 white
## 3695 white
## 3696 asian, white
## 3697 asian
## 3698 white
## 3699 asian
## 3700 white
## 3701 white
## 3702 indian, white
## 3703 asian
## 3704 <NA>
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## 3706 white
## 3707 white
## 3708 white
## 3709 black, white
## 3710 white
## 3711 <NA>
## 3712 hispanic / latin, white, other
## 3713 black
## 3714 hispanic / latin
## 3715 white
## 3716 asian
## 3717 black, other
## 3718 asian
## 3719 white
## 3720 asian, black, hispanic / latin
## 3721 white
## 3722 white
## 3723 asian
## 3724 hispanic / latin
## 3725 hispanic / latin
## 3726 hispanic / latin, white
## 3727 native american, white
## 3728 hispanic / latin
## 3729 white
## 3730 white
## 3731 pacific islander, white
## 3732 hispanic / latin, white
## 3733 asian, hispanic / latin
## 3734 asian, pacific islander, hispanic / latin, white
## 3735 hispanic / latin, other
## 3736 black
## 3737 native american, hispanic / latin, white
## 3738 hispanic / latin
## 3739 white
## 3740 hispanic / latin
## 3741 white, other
## 3742 asian, hispanic / latin
## 3743 asian, white
## 3744 white
## 3745 white
## 3746 white
## 3747 white
## 3748 hispanic / latin, white
## 3749 white, other
## 3750 hispanic / latin, white
## 3751 <NA>
## 3752 white
## 3753 white
## 3754 <NA>
## 3755 <NA>
## 3756 white
## 3757 white
## 3758 black
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## 3760 white
## 3761 black
## 3762 white
## 3763 white
## 3764 white
## 3765 white
## 3766 <NA>
## 3767 hispanic / latin
## 3768 white
## 3769 white
## 3770 white
## 3771 white
## 3772 other
## 3773 hispanic / latin, white
## 3774 <NA>
## 3775 hispanic / latin, white
## 3776 white
## 3777 hispanic / latin, other
## 3778 white
## 3779 hispanic / latin
## 3780 hispanic / latin
## 3781 <NA>
## 3782 white
## 3783 asian
## 3784 white
## 3785 white
## 3786 black
## 3787 black, white
## 3788 white
## 3789 other
## 3790 other
## 3791 indian
## 3792 other
## 3793 <NA>
## 3794 white
## 3795 white
## 3796 <NA>
## 3797 asian
## 3798 asian, pacific islander
## 3799 white
## 3800 white
## 3801 white
## 3802 white
## 3803 white
## 3804 white
## 3805 white
## 3806 <NA>
## 3807 white
## 3808 hispanic / latin
## 3809 native american, white
## 3810 white
## 3811 white
## 3812 <NA>
## 3813 <NA>
## 3814 white, other
## 3815 white
## 3816 pacific islander
## 3817 middle eastern
## 3818 hispanic / latin
## 3819 white
## 3820 asian
## 3821 white
## 3822 <NA>
## 3823 asian
## 3824 native american, white
## 3825 white
## 3826 white
## 3827 white
## 3828 white
## 3829 white
## 3830 white
## 3831 <NA>
## 3832 indian
## 3833 white
## 3834 white
## 3835 white
## 3836 asian
## 3837 other
## 3838 white
## 3839 indian
## 3840 white
## 3841 white
## 3842 pacific islander
## 3843 <NA>
## 3844 asian
## 3845 white
## 3846 indian
## 3847 hispanic / latin, white
## 3848 asian
## 3849 white
## 3850 white
## 3851 <NA>
## 3852 white
## 3853 white
## 3854 white
## 3855 asian, hispanic / latin
## 3856 white
## 3857 white
## 3858 white
## 3859 white, other
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## 3861 hispanic / latin, white
## 3862 white
## 3863 indian
## 3864 white
## 3865 white
## 3866 white
## 3867 asian, white
## 3868 <NA>
## 3869 white
## 3870 white
## 3871 hispanic / latin
## 3872 white
## 3873 indian
## 3874 white
## 3875 white
## 3876 white, other
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## 3879 black
## 3880 white
## 3881 asian
## 3882 white
## 3883 black, white, other
## 3884 <NA>
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## 3886 asian, white
## 3887 <NA>
## 3888 asian, white, other
## 3889 white
## 3890 white
## 3891 <NA>
## 3892 other
## 3893 white
## 3894 white
## 3895 white
## 3896 white
## 3897 black
## 3898 white
## 3899 white
## 3900 <NA>
## 3901 asian, black
## 3902 black
## 3903 white
## 3904 white
## 3905 white
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## 3907 white
## 3908 asian
## 3909 asian
## 3910 white
## 3911 white
## 3912 <NA>
## 3913 white
## 3914 asian
## 3915 white
## 3916 white
## 3917 asian, white
## 3918 <NA>
## 3919 white
## 3920 white
## 3921 white
## 3922 <NA>
## 3923 white
## 3924 black
## 3925 hispanic / latin
## 3926 white
## 3927 white
## 3928 <NA>
## 3929 <NA>
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## 3931 hispanic / latin, white
## 3932 other
## 3933 hispanic / latin, white
## 3934 white
## 3935 <NA>
## 3936 asian
## 3937 pacific islander
## 3938 white
## 3939 white
## 3940 <NA>
## 3941 <NA>
## 3942 hispanic / latin
## 3943 white
## 3944 <NA>
## 3945 white
## 3946 asian
## 3947 white
## 3948 asian
## 3949 white
## 3950 white
## 3951 white
## 3952 hispanic / latin
## 3953 other
## 3954 white
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## 3956 white
## 3957 white
## 3958 black, white
## 3959 other
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## 3961 hispanic / latin
## 3962 other
## 3963 hispanic / latin, other
## 3964 white
## 3965 white
## 3966 <NA>
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## 3968 white
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## 3970 asian
## 3971 middle eastern, other
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## 3973 pacific islander, hispanic / latin, white
## 3974 hispanic / latin
## 3975 white
## 3976 hispanic / latin, white
## 3977 white
## 3978 <NA>
## 3979 white
## 3980 asian
## 3981 asian
## 3982 white
## 3983 <NA>
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## 3985 black, hispanic / latin
## 3986 white
## 3987 white
## 3988 <NA>
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## 3993 white
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## 3996 <NA>
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## 3998 <NA>
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## 4022 white
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## 4024 white
## 4025 white
## 4026 white
## 4027 white
## 4028 white
## 4029 <NA>
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## 4031 <NA>
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## 4033 hispanic / latin
## 4034 hispanic / latin
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## 4039 <NA>
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## 4042 white
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## 4044 white
## 4045 hispanic / latin, white
## 4046 <NA>
## 4047 <NA>
## 4048 asian, middle eastern, black, native american, indian, pacific islander, hispanic / latin, white, other
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## 4050 white
## 4051 white
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## 4053 asian
## 4054 white
## 4055 white
## 4056 <NA>
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## 4058 white
## 4059 white
## 4060 white
## 4061 asian
## 4062 white
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## 4065 white
## 4066 white
## 4067 hispanic / latin
## 4068 white
## 4069 pacific islander
## 4070 white
## 4071 white
## 4072 asian
## 4073 hispanic / latin
## 4074 asian
## 4075 <NA>
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## 4078 white
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## 4081 white
## 4082 other
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## 4085 asian
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## 4087 asian
## 4088 <NA>
## 4089 <NA>
## 4090 indian
## 4091 white
## 4092 <NA>
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## 4094 <NA>
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## 4098 <NA>
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## 4100 <NA>
## 4101 <NA>
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## 4105 asian
## 4106 indian
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## 4109 white, other
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## 4111 white, other
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## 4114 asian, white
## 4115 asian
## 4116 white
## 4117 asian
## 4118 white
## 4119 hispanic / latin
## 4120 white
## 4121 white
## 4122 white
## 4123 native american, white
## 4124 white
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## 4126 hispanic / latin, white
## 4127 hispanic / latin
## 4128 white
## 4129 hispanic / latin
## 4130 asian
## 4131 white
## 4132 hispanic / latin, white
## 4133 <NA>
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## 4135 white
## 4136 <NA>
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## 4143 <NA>
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## 4146 hispanic / latin
## 4147 hispanic / latin
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## 4151 white, other
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## 4153 <NA>
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## 4157 asian
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## 4159 <NA>
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## 4166 asian
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## city state offspring
## 1 south san francisco california doesn't have kids, but might want them
## 2 oakland california doesn't have kids, but might want them
## 3 san francisco california <NA>
## 4 berkeley california doesn't want kids
## 5 san francisco california <NA>
## 6 san francisco california doesn't have kids, but might want them
## 7 san francisco california <NA>
## 8 san francisco california doesn't have kids, but wants them
## 9 belvedere tiburon california doesn't have kids
## 10 san mateo california <NA>
## 11 san francisco california <NA>
## 12 daly city california <NA>
## 13 san francisco california doesn't have kids
## 14 san francisco california <NA>
## 15 san leandro california doesn't have kids, but wants them
## 16 san francisco california doesn't have kids
## 17 oakland california <NA>
## 18 san francisco california doesn't have kids
## 19 san francisco california <NA>
## 20 san francisco california doesn't have kids
## 21 san francisco california <NA>
## 22 san francisco california doesn't have kids, but might want them
## 23 san francisco california doesn't have kids, but might want them
## 24 san francisco california <NA>
## 25 oakland california <NA>
## 26 atherton california doesn't have kids, but wants them
## 27 san francisco california <NA>
## 28 oakland california <NA>
## 29 san francisco california <NA>
## 30 san francisco california <NA>
## 31 san francisco california <NA>
## 32 san francisco california doesn't have kids, but wants them
## 33 san leandro california doesn't have kids
## 34 san rafael california doesn't want kids
## 35 san francisco california <NA>
## 36 san francisco california <NA>
## 37 san francisco california doesn't have kids, but wants them
## 38 oakland california doesn't have kids, but might want them
## 39 walnut creek california <NA>
## 40 san rafael california <NA>
## 41 menlo park california doesn't have kids
## 42 oakland california doesn't have kids, but wants them
## 43 berkeley california <NA>
## 44 san francisco california doesn't have kids
## 45 san francisco california doesn't have kids
## 46 oakland california doesn't have kids
## 47 san francisco california <NA>
## 48 san francisco california doesn't have kids
## 49 san francisco california doesn't have kids
## 50 belmont california doesn't have kids
## 51 oakland california <NA>
## 52 oakland california wants kids
## 53 san francisco california doesn't have kids
## 54 oakland california <NA>
## 55 menlo park california <NA>
## 56 san francisco california doesn't have kids
## 57 berkeley california <NA>
## 58 san francisco california <NA>
## 59 san francisco california <NA>
## 60 san francisco california <NA>
## 61 san francisco california <NA>
## 62 san francisco california doesn't have kids
## 63 san francisco california doesn't have kids
## 64 san francisco california doesn't have kids, but might want them
## 65 san francisco california doesn't have kids
## 66 san francisco california doesn't have kids
## 67 san jose california <NA>
## 68 san francisco california <NA>
## 69 palo alto california doesn't want kids
## 70 berkeley california <NA>
## 71 belmont california <NA>
## 72 san francisco california <NA>
## 73 emeryville california doesn't have kids, but might want them
## 74 oakland california doesn't have kids, but might want them
## 75 oakland california <NA>
## 76 oakland california doesn't have kids
## 77 berkeley california doesn't have kids, but might want them
## 78 san francisco california <NA>
## 79 san francisco california doesn't have kids
## 80 san francisco california <NA>
## 81 san francisco california doesn't have kids
## 82 san francisco california <NA>
## 83 san francisco california <NA>
## 84 san francisco california <NA>
## 85 san francisco california <NA>
## 86 palo alto california <NA>
## 87 san francisco california <NA>
## 88 san francisco california <NA>
## 89 oakland california doesn't have kids
## 90 san francisco california <NA>
## 91 san francisco california <NA>
## 92 san rafael california <NA>
## 93 el granada california <NA>
## 94 san francisco california doesn't have kids
## 95 san francisco california doesn't want kids
## 96 san francisco california doesn't have kids, but might want them
## 97 san francisco california <NA>
## 98 san francisco california doesn't have kids
## 99 san francisco california doesn't have kids, but might want them
## 100 castro valley california has a kid
## 101 san francisco california doesn't have kids, but might want them
## 102 daly city california <NA>
## 103 fairfax california <NA>
## 104 san francisco california <NA>
## 105 san francisco california doesn't have kids, but wants them
## 106 mountain view california has kids
## 107 menlo park california doesn't have kids
## 108 burlingame california <NA>
## 109 san francisco california doesn't have kids, but might want them
## 110 martinez california doesn't have kids
## 111 san francisco california <NA>
## 112 oakland california doesn't have kids
## 113 oakland california <NA>
## 114 san francisco california has a kid
## 115 emeryville california <NA>
## 116 pleasant hill california <NA>
## 117 hayward california <NA>
## 118 alameda california has kids
## 119 san francisco california doesn't have kids
## 120 berkeley california <NA>
## 121 san francisco california <NA>
## 122 vallejo california has kids
## 123 san francisco california <NA>
## 124 san francisco california doesn't have kids, and doesn't want any
## 125 san francisco california <NA>
## 126 san francisco california <NA>
## 127 emeryville california <NA>
## 128 san francisco california <NA>
## 129 san francisco california doesn't want kids
## 130 menlo park california doesn't want kids
## 131 san francisco california <NA>
## 132 berkeley california <NA>
## 133 san francisco california <NA>
## 134 san francisco california <NA>
## 135 berkeley california doesn't have kids
## 136 san francisco california doesn't have kids, but wants them
## 137 berkeley california doesn't have kids
## 138 benicia california doesn't want kids
## 139 oakland california <NA>
## 140 castro valley california doesn't have kids, but might want them
## 141 san francisco california doesn't have kids, but might want them
## 142 daly city california doesn't want kids
## 143 oakland california <NA>
## 144 oakland california doesn't have kids
## 145 berkeley california has kids
## 146 san francisco california <NA>
## 147 el cerrito california doesn't have kids
## 148 vallejo california has kids
## 149 menlo park california <NA>
## 150 mill valley california <NA>
## 151 san francisco california has kids
## 152 san francisco california <NA>
## 153 oakland california doesn't want kids
## 154 oakland california <NA>
## 155 oakland california doesn't have kids, but wants them
## 156 san mateo california <NA>
## 157 richmond california has a kid
## 158 san francisco california <NA>
## 159 redwood city california <NA>
## 160 san rafael california <NA>
## 161 oakland california has kids
## 162 el cerrito california <NA>
## 163 san francisco california <NA>
## 164 san francisco california <NA>
## 165 berkeley california doesn't have kids, and doesn't want any
## 166 san francisco california doesn't have kids
## 167 san francisco california <NA>
## 168 berkeley california doesn't have kids, but might want them
## 169 san francisco california doesn't have kids, but wants them
## 170 oakland california doesn't have kids, but might want them
## 171 san francisco california <NA>
## 172 san rafael california doesn't have kids
## 173 menlo park california has kids
## 174 san francisco california <NA>
## 175 el sobrante california <NA>
## 176 san francisco california has a kid
## 177 walnut creek california doesn't have kids, but wants them
## 178 san francisco california doesn't want kids
## 179 walnut creek california <NA>
## 180 el cerrito california doesn't have kids, and doesn't want any
## 181 oakland california <NA>
## 182 mill valley california doesn't have kids
## 183 san francisco california doesn't have kids, and doesn't want any
## 184 san mateo california <NA>
## 185 hayward california doesn't have kids
## 186 alameda california has a kid
## 187 san francisco california has kids, but doesn't want more
## 188 san francisco california <NA>
## 189 san francisco california <NA>
## 190 san francisco california doesn't have kids, but might want them
## 191 berkeley california doesn't have kids, but might want them
## 192 belmont california <NA>
## 193 oakland california <NA>
## 194 oakland california <NA>
## 195 stanford california doesn't have kids, but wants them
## 196 san francisco california doesn't have kids, but wants them
## 197 san francisco california doesn't have kids
## 198 san francisco california <NA>
## 199 san francisco california <NA>
## 200 daly city california <NA>
## 201 san pablo california <NA>
## 202 san francisco california doesn't have kids, but might want them
## 203 menlo park california doesn't have kids
## 204 oakland california doesn't have kids, but wants them
## 205 san francisco california <NA>
## 206 oakland california <NA>
## 207 san francisco california doesn't have kids
## 208 san mateo california <NA>
## 209 san francisco california <NA>
## 210 menlo park california <NA>
## 211 menlo park california has kids, but doesn't want more
## 212 san francisco california doesn't have kids
## 213 san francisco california <NA>
## 214 oakland california has kids
## 215 novato california doesn't have kids
## 216 pacifica california has a kid
## 217 oakland california <NA>
## 218 san francisco california has kids
## 219 berkeley california doesn't have kids, but wants them
## 220 san francisco california doesn't have kids, but wants them
## 221 vallejo california <NA>
## 222 redwood city california <NA>
## 223 san francisco california <NA>
## 224 lafayette california has kids
## 225 oakland california <NA>
## 226 half moon bay california <NA>
## 227 san francisco california <NA>
## 228 san francisco california <NA>
## 229 san francisco california doesn't have kids, but might want them
## 230 berkeley california <NA>
## 231 san francisco california <NA>
## 232 fremont california has kids
## 233 orinda california <NA>
## 234 oakland california <NA>
## 235 alameda california <NA>
## 236 san mateo california has a kid, but doesn't want more
## 237 orinda california has kids
## 238 hayward california <NA>
## 239 san francisco california doesn't have kids, and doesn't want any
## 240 san mateo california <NA>
## 241 san francisco california doesn't have kids, but might want them
## 242 san mateo california <NA>
## 243 san mateo california doesn't have kids, but might want them
## 244 berkeley california <NA>
## 245 san francisco california <NA>
## 246 oakland california has kids
## 247 oakland california doesn't have kids, but might want them
## 248 san francisco california <NA>
## 249 novato california <NA>
## 250 el cerrito california doesn't have kids, but wants them
## 251 san anselmo california <NA>
## 252 san francisco california has kids
## 253 berkeley california <NA>
## 254 san francisco california <NA>
## 255 castro valley california has a kid
## 256 oakland california <NA>
## 257 oakland california <NA>
## 258 san francisco california has kids
## 259 san pablo california has a kid
## 260 vallejo california has kids, but doesn't want more
## 261 berkeley california has kids
## 262 mountain view california has a kid, and wants more
## 263 san mateo california doesn't have kids
## 264 san francisco california doesn't have kids, but might want them
## 265 burlingame california doesn't have kids
## 266 oakland california <NA>
## 267 san mateo california doesn't have kids
## 268 berkeley california doesn't have kids, but might want them
## 269 san francisco california <NA>
## 270 san francisco california <NA>
## 271 san francisco california doesn't have kids, but wants them
## 272 oakland california <NA>
## 273 corte madera california <NA>
## 274 san francisco california <NA>
## 275 san francisco california <NA>
## 276 berkeley california <NA>
## 277 south san francisco california <NA>
## 278 san francisco california doesn't have kids, but wants them
## 279 san rafael california doesn't want kids
## 280 mill valley california <NA>
## 281 hayward california <NA>
## 282 menlo park california has kids, and might want more
## 283 oakland california <NA>
## 284 san francisco california doesn't have kids, but might want them
## 285 oakland california has a kid
## 286 albany california has kids
## 287 san francisco california <NA>
## 288 san rafael california <NA>
## 289 san francisco california <NA>
## 290 pleasant hill california <NA>
## 291 berkeley california <NA>
## 292 san francisco california <NA>
## 293 san francisco california doesn't have kids
## 294 berkeley california <NA>
## 295 oakland california has a kid, but doesn't want more
## 296 walnut creek california <NA>
## 297 san leandro california has a kid
## 298 san francisco california doesn't have kids
## 299 san francisco california doesn't want kids
## 300 oakland california <NA>
## 301 oakland california doesn't want kids
## 302 castro valley california <NA>
## 303 san francisco california <NA>
## 304 san francisco california doesn't have kids
## 305 san francisco california doesn't have kids, but might want them
## 306 berkeley california doesn't have kids, but wants them
## 307 vallejo california has a kid
## 308 san francisco california doesn't have kids, but might want them
## 309 san francisco california <NA>
## 310 el cerrito california <NA>
## 311 redwood city california doesn't have kids
## 312 san francisco california <NA>
## 313 berkeley california <NA>
## 314 burlingame california <NA>
## 315 san francisco california has kids
## 316 mountain view california doesn't have kids, and doesn't want any
## 317 berkeley california has kids, but doesn't want more
## 318 redwood city california doesn't have kids, but wants them
## 319 novato california has kids, but doesn't want more
## 320 san francisco california <NA>
## 321 berkeley california doesn't want kids
## 322 oakland california doesn't have kids
## 323 san francisco california doesn't have kids
## 324 san carlos california doesn't have kids
## 325 san francisco california <NA>
## 326 san francisco california <NA>
## 327 san francisco california doesn't have kids
## 328 san francisco california <NA>
## 329 mill valley california has a kid
## 330 san francisco california has a kid
## 331 vallejo california has kids
## 332 san francisco california <NA>
## 333 san francisco california <NA>
## 334 san mateo california <NA>
## 335 san francisco california <NA>
## 336 walnut creek california doesn't have kids, and doesn't want any
## 337 san lorenzo california doesn't have kids, but wants them
## 338 san francisco california doesn't have kids
## 339 san francisco california doesn't have kids, but wants them
## 340 san francisco california doesn't have kids, but might want them
## 341 san francisco california <NA>
## 342 san carlos california <NA>
## 343 oakland california doesn't have kids, but wants them
## 344 san francisco california doesn't have kids
## 345 novato california <NA>
## 346 san francisco california doesn't have kids
## 347 menlo park california doesn't have kids
## 348 belmont california doesn't want kids
## 349 richmond california <NA>
## 350 pacifica california has kids
## 351 san francisco california doesn't have kids, but might want them
## 352 emeryville california <NA>
## 353 berkeley california <NA>
## 354 redwood city california <NA>
## 355 hayward california doesn't have kids, but wants them
## 356 san francisco california <NA>
## 357 san francisco california doesn't want kids
## 358 foster city california <NA>
## 359 san francisco california <NA>
## 360 redwood city california has kids
## 361 oakland california <NA>
## 362 san rafael california doesn't want kids
## 363 san francisco california doesn't have kids, and doesn't want any
## 364 san francisco california <NA>
## 365 alameda california doesn't have kids, but wants them
## 366 san francisco california doesn't have kids, but might want them
## 367 san mateo california doesn't have kids, but might want them
## 368 menlo park california has a kid
## 369 san francisco california <NA>
## 370 hercules california doesn't have kids
## 371 san francisco california <NA>
## 372 san francisco california <NA>
## 373 oakland california doesn't have kids
## 374 san francisco california <NA>
## 375 mountain view california <NA>
## 376 alameda california has kids
## 377 san francisco california doesn't have kids, but might want them
## 378 san francisco california <NA>
## 379 san francisco california <NA>
## 380 berkeley california <NA>
## 381 mountain view california <NA>
## 382 san francisco california <NA>
## 383 oakland california doesn't have kids, and doesn't want any
## 384 san francisco california doesn't have kids
## 385 san francisco california <NA>
## 386 san francisco california has a kid
## 387 oakland california <NA>
## 388 san francisco california <NA>
## 389 daly city california <NA>
## 390 san francisco california might want kids
## 391 palo alto california <NA>
## 392 novato california has kids
## 393 pacifica california <NA>
## 394 san francisco california doesn't have kids
## 395 oakland california <NA>
## 396 berkeley california has kids
## 397 san francisco california doesn't have kids, but wants them
## 398 berkeley california <NA>
## 399 san francisco california has kids, but doesn't want more
## 400 san francisco california <NA>
## 401 orinda california <NA>
## 402 san francisco california doesn't have kids
## 403 san francisco california <NA>
## 404 menlo park california doesn't want kids
## 405 walnut creek california has kids, but doesn't want more
## 406 berkeley california has a kid, and might want more
## 407 oakland california doesn't have kids
## 408 san francisco california <NA>
## 409 oakland california doesn't want kids
## 410 santa cruz california <NA>
## 411 palo alto california has kids
## 412 vallejo california has kids, but doesn't want more
## 413 redwood city california <NA>
## 414 palo alto california <NA>
## 415 san rafael california has a kid, but doesn't want more
## 416 hayward california doesn't have kids
## 417 oakland california has kids, and might want more
## 418 alameda california <NA>
## 419 menlo park california <NA>
## 420 san francisco california doesn't have kids, but might want them
## 421 san francisco california doesn't want kids
## 422 san francisco california doesn't want kids
## 423 san francisco california <NA>
## 424 oakland california <NA>
## 425 san francisco california <NA>
## 426 oakland california <NA>
## 427 san francisco california <NA>
## 428 oakland california <NA>
## 429 san francisco california doesn't have kids, but wants them
## 430 berkeley california doesn't have kids
## 431 san francisco california <NA>
## 432 san francisco california <NA>
## 433 san francisco california has kids
## 434 oakland california doesn't want kids
## 435 palo alto california doesn't have kids
## 436 san francisco california <NA>
## 437 san mateo california has kids
## 438 alameda california <NA>
## 439 san francisco california doesn't have kids
## 440 oakland california <NA>
## 441 san francisco california <NA>
## 442 oakland california has a kid
## 443 san francisco california <NA>
## 444 san francisco california <NA>
## 445 san francisco california doesn't have kids
## 446 oakland california <NA>
## 447 san francisco california <NA>
## 448 san francisco california <NA>
## 449 berkeley california doesn't have kids, but wants them
## 450 walnut creek california <NA>
## 451 san francisco california has kids
## 452 san lorenzo california <NA>
## 453 berkeley california <NA>
## 454 bolinas california <NA>
## 455 san francisco california <NA>
## 456 san francisco california doesn't have kids, but wants them
## 457 san mateo california <NA>
## 458 san francisco california doesn't have kids, but wants them
## 459 berkeley california <NA>
## 460 san francisco california doesn't have kids, but might want them
## 461 san francisco california doesn't have kids, but wants them
## 462 san francisco california <NA>
## 463 oakland california doesn't have kids
## 464 san francisco california has kids
## 465 hayward california <NA>
## 466 san francisco california <NA>
## 467 san francisco california <NA>
## 468 san francisco california <NA>
## 469 oakland california <NA>
## 470 san francisco california doesn't have kids
## 471 hayward california has a kid
## 472 oakland california doesn't have kids, but might want them
## 473 mill valley california has a kid
## 474 oakland california <NA>
## 475 san francisco california doesn't want kids
## 476 san francisco california <NA>
## 477 san francisco california doesn't have kids, but might want them
## 478 berkeley california <NA>
## 479 berkeley california doesn't have kids
## 480 san francisco california <NA>
## 481 san francisco california doesn't have kids, but might want them
## 482 oakland california <NA>
## 483 san francisco california <NA>
## 484 san francisco california <NA>
## 485 san francisco california <NA>
## 486 alameda california doesn't want kids
## 487 san francisco california doesn't have kids, but wants them
## 488 san francisco california <NA>
## 489 san francisco california <NA>
## 490 oakland california <NA>
## 491 san francisco california has a kid, and wants more
## 492 san mateo california <NA>
## 493 san francisco california <NA>
## 494 san francisco california doesn't have kids
## 495 berkeley california <NA>
## 496 san francisco california doesn't want kids
## 497 san rafael california has a kid, and might want more
## 498 san francisco california <NA>
## 499 san francisco california <NA>
## 500 san francisco california <NA>
## 501 san francisco california <NA>
## 502 san francisco california <NA>
## 503 san francisco california doesn't have kids, but wants them
## 504 mill valley california doesn't have kids, but wants them
## 505 sausalito california doesn't have kids, but might want them
## 506 millbrae california <NA>
## 507 menlo park california <NA>
## 508 palo alto california doesn't want kids
## 509 san francisco california has a kid
## 510 oakland california <NA>
## 511 oakland california <NA>
## 512 san francisco california <NA>
## 513 san francisco california doesn't have kids
## 514 san francisco california doesn't have kids
## 515 san francisco california doesn't have kids, but wants them
## 516 novato california has a kid
## 517 san francisco california <NA>
## 518 berkeley california doesn't have kids, but might want them
## 519 san francisco california doesn't want kids
## 520 san francisco california doesn't want kids
## 521 san francisco california doesn't have kids, but might want them
## 522 san francisco california doesn't have kids
## 523 san rafael california <NA>
## 524 san francisco california <NA>
## 525 san francisco california doesn't have kids, but might want them
## 526 san francisco california <NA>
## 527 san francisco california <NA>
## 528 san rafael california doesn't have kids, but might want them
## 529 san francisco california <NA>
## 530 san francisco california doesn't have kids
## 531 san francisco california <NA>
## 532 san francisco california <NA>
## 533 san francisco california <NA>
## 534 san francisco california has a kid, but doesn't want more
## 535 san francisco california <NA>
## 536 san francisco california <NA>
## 537 mill valley california <NA>
## 538 san francisco california <NA>
## 539 san francisco california <NA>
## 540 san francisco california doesn't have kids, and doesn't want any
## 541 san francisco california doesn't have kids
## 542 san francisco california <NA>
## 543 san francisco california has kids, but doesn't want more
## 544 san francisco california <NA>
## 545 san francisco california <NA>
## 546 san francisco california <NA>
## 547 hayward california <NA>
## 548 vallejo california <NA>
## 549 san francisco california <NA>
## 550 san francisco california doesn't have kids
## 551 san francisco california doesn't have kids
## 552 san francisco california doesn't have kids
## 553 san leandro california has kids
## 554 stanford california doesn't have kids
## 555 san francisco california <NA>
## 556 san francisco california has a kid
## 557 larkspur california doesn't have kids
## 558 san francisco california doesn't have kids, but wants them
## 559 oakland california doesn't have kids, but might want them
## 560 san francisco california doesn't have kids, but might want them
## 561 san francisco california doesn't have kids, but might want them
## 562 san francisco california <NA>
## 563 oakland california <NA>
## 564 orinda california doesn't want kids
## 565 san francisco california doesn't want kids
## 566 larkspur california <NA>
## 567 hayward california has a kid
## 568 oakland california <NA>
## 569 san francisco california doesn't have kids, and doesn't want any
## 570 san leandro california <NA>
## 571 san mateo california doesn't have kids
## 572 san francisco california doesn't have kids
## 573 emeryville california doesn't have kids, but wants them
## 574 castro valley california has kids
## 575 redwood city california doesn't have kids, but might want them
## 576 moraga california has kids
## 577 san francisco california <NA>
## 578 san francisco california <NA>
## 579 oakland california <NA>
## 580 redwood city california doesn't want kids
## 581 vallejo california <NA>
## 582 martinez california <NA>
## 583 menlo park california <NA>
## 584 berkeley california has kids
## 585 daly city california has a kid
## 586 benicia california has kids
## 587 menlo park california <NA>
## 588 san francisco california <NA>
## 589 san francisco california <NA>
## 590 berkeley california <NA>
## 591 san francisco california has kids
## 592 san rafael california has kids
## 593 san francisco california doesn't have kids, and doesn't want any
## 594 albany california has a kid
## 595 san francisco california doesn't have kids, but wants them
## 596 san francisco california has kids
## 597 san francisco california <NA>
## 598 san francisco california <NA>
## 599 martinez california doesn't have kids, but wants them
## 600 san francisco california <NA>
## 601 san francisco california <NA>
## 602 san francisco california doesn't have kids, but might want them
## 603 berkeley california has kids
## 604 berkeley california <NA>
## 605 san francisco california <NA>
## 606 san francisco california <NA>
## 607 palo alto california has kids
## 608 san francisco california has a kid
## 609 berkeley california doesn't have kids
## 610 berkeley california <NA>
## 611 sausalito california <NA>
## 612 san francisco california doesn't have kids, but wants them
## 613 san mateo california <NA>
## 614 san francisco california <NA>
## 615 hayward california <NA>
## 616 san francisco california has kids
## 617 san francisco california doesn't have kids, and doesn't want any
## 618 redwood city california <NA>
## 619 belmont california <NA>
## 620 san mateo california <NA>
## 621 san francisco california <NA>
## 622 san francisco california <NA>
## 623 san francisco california has a kid
## 624 emeryville california <NA>
## 625 san francisco california <NA>
## 626 san mateo california <NA>
## 627 san francisco california <NA>
## 628 berkeley california doesn't have kids
## 629 oakland california <NA>
## 630 hayward california <NA>
## 631 oakland california <NA>
## 632 castro valley california <NA>
## 633 oakland california <NA>
## 634 hayward california <NA>
## 635 berkeley california doesn't have kids, but might want them
## 636 oakland california doesn't have kids, but might want them
## 637 oakland california <NA>
## 638 oakland california doesn't have kids, but wants them
## 639 san lorenzo california <NA>
## 640 alameda california doesn't have kids, but wants them
## 641 berkeley california doesn't have kids, but wants them
## 642 san leandro california <NA>
## 643 berkeley california <NA>
## 644 oakland california <NA>
## 645 oakland california wants kids
## 646 oakland california <NA>
## 647 hayward california has a kid
## 648 emeryville california <NA>
## 649 san francisco california <NA>
## 650 oakland california <NA>
## 651 el sobrante california doesn't have kids
## 652 san mateo california <NA>
## 653 oakland california <NA>
## 654 san francisco california doesn't have kids, and doesn't want any
## 655 san francisco california doesn't have kids, but might want them
## 656 san francisco california <NA>
## 657 san francisco california <NA>
## 658 hayward california <NA>
## 659 mountain view california has a kid
## 660 san francisco california has kids, but doesn't want more
## 661 san francisco california <NA>
## 662 oakland california <NA>
## 663 san francisco california <NA>
## 664 oakland california <NA>
## 665 san francisco california <NA>
## 666 san mateo california doesn't have kids, but might want them
## 667 san francisco california doesn't have kids
## 668 vallejo california <NA>
## 669 sausalito california <NA>
## 670 oakland california <NA>
## 671 san francisco california <NA>
## 672 san francisco california <NA>
## 673 san francisco california <NA>
## 674 san bruno california <NA>
## 675 san francisco california <NA>
## 676 san francisco california <NA>
## 677 san mateo california <NA>
## 678 san francisco california has kids
## 679 san francisco california doesn't have kids, but wants them
## 680 berkeley california doesn't have kids, but might want them
## 681 oakland california doesn't have kids
## 682 berkeley california <NA>
## 683 san francisco california <NA>
## 684 vallejo california <NA>
## 685 san francisco california <NA>
## 686 san francisco california doesn't have kids, and doesn't want any
## 687 san francisco california <NA>
## 688 oakland california doesn't have kids, but wants them
## 689 san lorenzo california <NA>
## 690 san francisco california doesn't have kids, but might want them
## 691 san francisco california <NA>
## 692 san francisco california <NA>
## 693 millbrae california doesn't have kids
## 694 pacifica california <NA>
## 695 daly city california has a kid
## 696 san francisco california <NA>
## 697 berkeley california doesn't want kids
## 698 stanford california <NA>
## 699 burlingame california <NA>
## 700 hayward california has kids, but doesn't want more
## 701 oakland california <NA>
## 702 san francisco california <NA>
## 703 san francisco california doesn't want kids
## 704 alameda california doesn't have kids, and doesn't want any
## 705 san francisco california doesn't have kids, and doesn't want any
## 706 san francisco california doesn't have kids, but wants them
## 707 oakland california <NA>
## 708 san francisco california has a kid, and might want more
## 709 san francisco california doesn't have kids, but might want them
## 710 vallejo california <NA>
## 711 vallejo california has kids
## 712 vallejo california doesn't have kids, but wants them
## 713 vallejo california <NA>
## 714 oakland california <NA>
## 715 hayward california <NA>
## 716 san francisco california <NA>
## 717 san francisco california <NA>
## 718 walnut creek california doesn't have kids
## 719 san francisco california <NA>
## 720 oakland california doesn't have kids
## 721 san francisco california <NA>
## 722 san francisco california doesn't have kids
## 723 san francisco california <NA>
## 724 san francisco california <NA>
## 725 walnut creek california <NA>
## 726 alameda california <NA>
## 727 san francisco california <NA>
## 728 san mateo california <NA>
## 729 san francisco california <NA>
## 730 berkeley california doesn't want kids
## 731 san francisco california <NA>
## 732 berkeley california <NA>
## 733 oakland california <NA>
## 734 san francisco california doesn't have kids, but might want them
## 735 san francisco california <NA>
## 736 berkeley california doesn't have kids
## 737 oakland california has kids, and might want more
## 738 san francisco california doesn't have kids, and doesn't want any
## 739 san francisco california doesn't want kids
## 740 san francisco california doesn't have kids, but wants them
## 741 san francisco california has kids, but doesn't want more
## 742 hayward california <NA>
## 743 oakland california <NA>
## 744 san francisco california has kids, but doesn't want more
## 745 san pablo california doesn't have kids, but wants them
## 746 san francisco california <NA>
## 747 menlo park california doesn't have kids
## 748 san francisco california doesn't have kids
## 749 san francisco california doesn't have kids, but might want them
## 750 san francisco california <NA>
## 751 san francisco california doesn't have kids, but might want them
## 752 san francisco california <NA>
## 753 san francisco california <NA>
## 754 san leandro california has kids
## 755 alameda california doesn't have kids
## 756 san francisco california doesn't have kids
## 757 san rafael california <NA>
## 758 el sobrante california has a kid
## 759 oakland california doesn't have kids
## 760 oakland california doesn't have kids, and doesn't want any
## 761 oakland california doesn't have kids, but wants them
## 762 walnut creek california doesn't have kids, but might want them
## 763 berkeley california <NA>
## 764 san francisco california <NA>
## 765 san francisco california doesn't want kids
## 766 oakland california doesn't have kids, but might want them
## 767 oakland california doesn't have kids
## 768 oakland california <NA>
## 769 san francisco california <NA>
## 770 san francisco california <NA>
## 771 san francisco california <NA>
## 772 san francisco california <NA>
## 773 castro valley california <NA>
## 774 berkeley california doesn't have kids
## 775 san leandro california <NA>
## 776 san francisco california <NA>
## 777 san francisco california <NA>
## 778 san francisco california <NA>
## 779 oakland california doesn't have kids, but might want them
## 780 san francisco california <NA>
## 781 san francisco california <NA>
## 782 oakland california <NA>
## 783 oakland california <NA>
## 784 richmond california doesn't have kids
## 785 redwood city california <NA>
## 786 emeryville california <NA>
## 787 el cerrito california doesn't have kids, but might want them
## 788 mountain view california doesn't have kids, but wants them
## 789 san francisco california <NA>
## 790 san francisco california <NA>
## 791 san francisco california doesn't have kids
## 792 novato california doesn't have kids
## 793 oakland california doesn't have kids
## 794 novato california has kids
## 795 san francisco california doesn't have kids
## 796 petaluma california <NA>
## 797 san francisco california doesn't have kids, but wants them
## 798 pinole california <NA>
## 799 san francisco california doesn't have kids, but might want them
## 800 pleasant hill california doesn't have kids, but wants them
## 801 martinez california doesn't have kids, but might want them
## 802 oakland california doesn't want kids
## 803 oakland california doesn't have kids
## 804 san francisco california <NA>
## 805 san francisco california <NA>
## 806 san carlos california <NA>
## 807 san francisco california <NA>
## 808 san francisco california doesn't want kids
## 809 san francisco california <NA>
## 810 berkeley california doesn't have kids
## 811 berkeley california <NA>
## 812 san francisco california <NA>
## 813 san francisco california <NA>
## 814 hayward california <NA>
## 815 berkeley california <NA>
## 816 san francisco california <NA>
## 817 san francisco california <NA>
## 818 martinez california <NA>
## 819 san rafael california has a kid
## 820 san francisco california <NA>
## 821 san francisco california <NA>
## 822 san francisco california doesn't have kids, and doesn't want any
## 823 palo alto california doesn't have kids, but might want them
## 824 san geronimo california <NA>
## 825 redwood city california <NA>
## 826 san francisco california doesn't have kids, but might want them
## 827 san francisco california doesn't have kids, but might want them
## 828 san francisco california <NA>
## 829 san francisco california doesn't have kids
## 830 stanford california <NA>
## 831 san francisco california <NA>
## 832 san francisco california <NA>
## 833 oakland california <NA>
## 834 san francisco california <NA>
## 835 oakland california <NA>
## 836 san francisco california <NA>
## 837 san francisco california doesn't have kids
## 838 san francisco california <NA>
## 839 emeryville california doesn't have kids
## 840 san francisco california doesn't have kids, but wants them
## 841 san mateo california doesn't have kids
## 842 oakland california doesn't have kids, but wants them
## 843 san francisco california <NA>
## 844 san francisco california <NA>
## 845 redwood city california doesn't have kids
## 846 san mateo california <NA>
## 847 berkeley california <NA>
## 848 san francisco california doesn't have kids, but might want them
## 849 san francisco california doesn't have kids
## 850 san mateo california doesn't have kids, and doesn't want any
## 851 oakland california <NA>
## 852 san francisco california <NA>
## 853 san francisco california <NA>
## 854 berkeley california <NA>
## 855 san mateo california <NA>
## 856 san francisco california <NA>
## 857 san bruno california doesn't have kids, but might want them
## 858 san francisco california <NA>
## 859 san francisco california <NA>
## 860 berkeley california <NA>
## 861 berkeley california <NA>
## 862 san francisco california <NA>
## 863 san francisco california <NA>
## 864 palo alto california <NA>
## 865 oakland california <NA>
## 866 san francisco california <NA>
## 867 berkeley california doesn't have kids, but wants them
## 868 alameda california doesn't have kids
## 869 berkeley california <NA>
## 870 san francisco california doesn't have kids, and doesn't want any
## 871 san francisco california doesn't have kids
## 872 san francisco california <NA>
## 873 berkeley california <NA>
## 874 san francisco california <NA>
## 875 san francisco california <NA>
## 876 oakland california <NA>
## 877 mountain view california doesn't have kids
## 878 berkeley california <NA>
## 879 belmont california <NA>
## 880 san francisco california <NA>
## 881 san francisco california has a kid
## 882 san mateo california <NA>
## 883 san francisco california <NA>
## 884 san francisco california <NA>
## 885 oakland california doesn't have kids, but wants them
## 886 oakland california doesn't have kids
## 887 menlo park california <NA>
## 888 oakland california <NA>
## 889 san mateo california has a kid
## 890 berkeley california <NA>
## 891 san francisco california <NA>
## 892 san francisco california <NA>
## 893 menlo park california doesn't have kids
## 894 san francisco california <NA>
## 895 oakland california <NA>
## 896 san francisco california <NA>
## 897 san francisco california <NA>
## 898 san francisco california <NA>
## 899 san francisco california <NA>
## 900 san francisco california <NA>
## 901 oakland california doesn't have kids, but wants them
## 902 emeryville california <NA>
## 903 oakland california <NA>
## 904 san francisco california <NA>
## 905 stanford california doesn't have kids
## 906 san francisco california doesn't have kids, but wants them
## 907 oakland california <NA>
## 908 san francisco california <NA>
## 909 martinez california doesn't have kids
## 910 san francisco california doesn't have kids
## 911 larkspur california has a kid, and might want more
## 912 san francisco california has a kid
## 913 san francisco california doesn't have kids
## 914 berkeley california <NA>
## 915 san rafael california doesn't have kids, but might want them
## 916 san francisco california doesn't want kids
## 917 berkeley california <NA>
## 918 san francisco california doesn't have kids
## 919 walnut creek california <NA>
## 920 san francisco california doesn't want kids
## 921 san francisco california <NA>
## 922 san francisco california <NA>
## 923 san francisco california doesn't have kids
## 924 san francisco california doesn't want kids
## 925 san francisco california <NA>
## 926 san mateo california <NA>
## 927 berkeley california <NA>
## 928 san mateo california <NA>
## 929 san francisco california <NA>
## 930 alameda california doesn't have kids
## 931 san francisco california doesn't have kids
## 932 san francisco california <NA>
## 933 san francisco california doesn't want kids
## 934 oakland california <NA>
## 935 san francisco california doesn't have kids, but might want them
## 936 palo alto california doesn't have kids, but wants them
## 937 san francisco california doesn't have kids
## 938 oakland california doesn't have kids, and doesn't want any
## 939 berkeley california <NA>
## 940 san francisco california <NA>
## 941 san francisco california <NA>
## 942 oakland california <NA>
## 943 san francisco california <NA>
## 944 pinole california has kids
## 945 san francisco california <NA>
## 946 san francisco california doesn't have kids, but might want them
## 947 san francisco california <NA>
## 948 san francisco california <NA>
## 949 berkeley california doesn't want kids
## 950 san leandro california doesn't have kids
## 951 san francisco california doesn't have kids, but might want them
## 952 san francisco california doesn't want kids
## 953 burlingame california doesn't have kids, and doesn't want any
## 954 oakland california <NA>
## 955 san francisco california doesn't have kids
## 956 berkeley california <NA>
## 957 san francisco california doesn't want kids
## 958 san francisco california <NA>
## 959 san francisco california <NA>
## 960 berkeley california <NA>
## 961 albany california <NA>
## 962 palo alto california <NA>
## 963 san francisco california <NA>
## 964 san francisco california <NA>
## 965 berkeley california <NA>
## 966 san francisco california <NA>
## 967 san francisco california <NA>
## 968 orinda california <NA>
## 969 oakland california <NA>
## 970 san francisco california <NA>
## 971 san francisco california doesn't have kids
## 972 san francisco california <NA>
## 973 san rafael california <NA>
## 974 south san francisco california <NA>
## 975 san francisco california doesn't have kids, but might want them
## 976 san francisco california doesn't have kids
## 977 berkeley california <NA>
## 978 berkeley california <NA>
## 979 san francisco california doesn't want kids
## 980 san francisco california <NA>
## 981 san francisco california <NA>
## 982 oakland california doesn't have kids, but might want them
## 983 san francisco california <NA>
## 984 berkeley california doesn't have kids
## 985 walnut creek california doesn't have kids, but might want them
## 986 san francisco california doesn't have kids
## 987 san francisco california <NA>
## 988 san francisco california <NA>
## 989 san francisco california <NA>
## 990 berkeley california <NA>
## 991 oakland california <NA>
## 992 san francisco california <NA>
## 993 hayward california has a kid
## 994 san francisco california <NA>
## 995 oakland california doesn't have kids, but wants them
## 996 san francisco california <NA>
## 997 san francisco california <NA>
## 998 san francisco california <NA>
## 999 san francisco california <NA>
## 1000 san francisco california <NA>
## 1001 san francisco california <NA>
## 1002 berkeley california <NA>
## 1003 san francisco california <NA>
## 1004 burlingame california has kids
## 1005 oakland california <NA>
## 1006 san francisco california <NA>
## 1007 san francisco california doesn't want kids
## 1008 san francisco california <NA>
## 1009 oakland california doesn't have kids, but wants them
## 1010 san francisco california doesn't have kids, but might want them
## 1011 san francisco california <NA>
## 1012 oakland california doesn't have kids
## 1013 oakland california doesn't have kids
## 1014 san francisco california doesn't have kids
## 1015 san francisco california <NA>
## 1016 san francisco california <NA>
## 1017 san francisco california <NA>
## 1018 berkeley california doesn't have kids, but wants them
## 1019 palo alto california <NA>
## 1020 san francisco california <NA>
## 1021 oakland california doesn't have kids, but might want them
## 1022 san francisco california <NA>
## 1023 san francisco california <NA>
## 1024 berkeley california doesn't want kids
## 1025 oakland california doesn't have kids, but wants them
## 1026 berkeley california doesn't want kids
## 1027 san francisco california doesn't have kids
## 1028 walnut creek california <NA>
## 1029 san mateo california doesn't have kids, but wants them
## 1030 walnut creek california <NA>
## 1031 san francisco california <NA>
## 1032 menlo park california <NA>
## 1033 berkeley california <NA>
## 1034 oakland california <NA>
## 1035 san francisco california <NA>
## 1036 san francisco california <NA>
## 1037 san francisco california <NA>
## 1038 daly city california doesn't have kids, but wants them
## 1039 san francisco california <NA>
## 1040 san francisco california <NA>
## 1041 palo alto california has kids
## 1042 lafayette california <NA>
## 1043 san francisco california doesn't have kids
## 1044 palo alto california <NA>
## 1045 oakland california <NA>
## 1046 san francisco california doesn't have kids, but might want them
## 1047 berkeley california doesn't want kids
## 1048 san francisco california <NA>
## 1049 san francisco california doesn't have kids
## 1050 san francisco california <NA>
## 1051 san francisco california <NA>
## 1052 san francisco california <NA>
## 1053 san francisco california doesn't have kids, but wants them
## 1054 berkeley california <NA>
## 1055 san rafael california doesn't have kids
## 1056 san anselmo california <NA>
## 1057 san francisco california doesn't have kids, but might want them
## 1058 berkeley california doesn't have kids, but wants them
## 1059 san francisco california doesn't have kids, but wants them
## 1060 san francisco california <NA>
## 1061 san francisco california <NA>
## 1062 san francisco california doesn't want kids
## 1063 san mateo california <NA>
## 1064 san francisco california <NA>
## 1065 emeryville california has a kid
## 1066 san francisco california <NA>
## 1067 san francisco california <NA>
## 1068 emeryville california <NA>
## 1069 menlo park california <NA>
## 1070 san francisco california <NA>
## 1071 oakland california <NA>
## 1072 san francisco california <NA>
## 1073 san francisco california doesn't have kids
## 1074 san francisco california <NA>
## 1075 redwood city california doesn't have kids, and doesn't want any
## 1076 oakland california <NA>
## 1077 berkeley california <NA>
## 1078 oakland california <NA>
## 1079 san francisco california doesn't have kids
## 1080 san francisco california doesn't have kids, but might want them
## 1081 san francisco california <NA>
## 1082 san francisco california doesn't have kids
## 1083 san francisco california doesn't have kids, but wants them
## 1084 san francisco california <NA>
## 1085 oakland california doesn't have kids, but might want them
## 1086 san francisco california doesn't want kids
## 1087 san francisco california doesn't have kids
## 1088 palo alto california <NA>
## 1089 alameda california <NA>
## 1090 berkeley california has a kid
## 1091 walnut creek california <NA>
## 1092 san francisco california <NA>
## 1093 san francisco california <NA>
## 1094 san bruno california <NA>
## 1095 pleasant hill california doesn't have kids, but wants them
## 1096 mountain view california doesn't have kids
## 1097 san francisco california doesn't have kids, but might want them
## 1098 walnut creek california <NA>
## 1099 san francisco california <NA>
## 1100 vallejo california <NA>
## 1101 san francisco california <NA>
## 1102 menlo park california <NA>
## 1103 emeryville california <NA>
## 1104 san francisco california <NA>
## 1105 san francisco california doesn't have kids, but wants them
## 1106 daly city california <NA>
## 1107 san francisco california <NA>
## 1108 san francisco california doesn't have kids
## 1109 daly city california <NA>
## 1110 benicia california <NA>
## 1111 mountain view california doesn't have kids, but might want them
## 1112 san francisco california doesn't have kids, but might want them
## 1113 oakland california <NA>
## 1114 san mateo california <NA>
## 1115 castro valley california has kids
## 1116 oakland california <NA>
## 1117 san francisco california <NA>
## 1118 oakland california doesn't have kids
## 1119 san francisco california doesn't have kids
## 1120 san francisco california doesn't want kids
## 1121 oakland california doesn't have kids, but might want them
## 1122 san francisco california <NA>
## 1123 san francisco california <NA>
## 1124 oakland california <NA>
## 1125 berkeley california <NA>
## 1126 berkeley california <NA>
## 1127 san francisco california <NA>
## 1128 san francisco california doesn't have kids
## 1129 san francisco california doesn't want kids
## 1130 san francisco california <NA>
## 1131 san francisco california has a kid
## 1132 san francisco california doesn't have kids
## 1133 san rafael california <NA>
## 1134 san francisco california <NA>
## 1135 san francisco california <NA>
## 1136 oakland california <NA>
## 1137 sausalito california <NA>
## 1138 san francisco california <NA>
## 1139 san francisco california doesn't have kids, but might want them
## 1140 castro valley california has a kid
## 1141 berkeley california <NA>
## 1142 crockett california has a kid
## 1143 san francisco california doesn't have kids, but wants them
## 1144 san francisco california <NA>
## 1145 san francisco california <NA>
## 1146 crockett california doesn't have kids
## 1147 oakland california doesn't have kids, but might want them
## 1148 novato california <NA>
## 1149 pacifica california doesn't have kids
## 1150 daly city california <NA>
## 1151 san francisco california <NA>
## 1152 san francisco california doesn't want kids
## 1153 san francisco california doesn't have kids, and doesn't want any
## 1154 alameda california doesn't have kids, but might want them
## 1155 san francisco california doesn't want kids
## 1156 san francisco california <NA>
## 1157 mountain view california <NA>
## 1158 fremont california <NA>
## 1159 san francisco california <NA>
## 1160 san francisco california <NA>
## 1161 san francisco california <NA>
## 1162 san francisco california <NA>
## 1163 oakland california has kids
## 1164 oakland california has kids
## 1165 san francisco california <NA>
## 1166 oakland california <NA>
## 1167 san francisco california doesn't have kids, and doesn't want any
## 1168 san francisco california <NA>
## 1169 san francisco california <NA>
## 1170 san francisco california <NA>
## 1171 san mateo california <NA>
## 1172 san francisco california <NA>
## 1173 san francisco california doesn't have kids, but wants them
## 1174 san francisco california <NA>
## 1175 emeryville california <NA>
## 1176 palo alto california doesn't have kids, but wants them
## 1177 san francisco california doesn't have kids, but might want them
## 1178 san francisco california <NA>
## 1179 menlo park california doesn't have kids
## 1180 san francisco california doesn't want kids
## 1181 san francisco california <NA>
## 1182 san francisco california doesn't have kids, but wants them
## 1183 san francisco california doesn't have kids
## 1184 san francisco california doesn't have kids
## 1185 san mateo california doesn't have kids, but wants them
## 1186 san francisco california <NA>
## 1187 menlo park california <NA>
## 1188 san leandro california doesn't have kids
## 1189 san francisco california <NA>
## 1190 oakland california doesn't have kids
## 1191 san francisco california <NA>
## 1192 oakland california <NA>
## 1193 san francisco california <NA>
## 1194 berkeley california has kids, and might want more
## 1195 berkeley california <NA>
## 1196 san francisco california doesn't have kids
## 1197 san francisco california <NA>
## 1198 san francisco california <NA>
## 1199 berkeley california <NA>
## 1200 oakland california <NA>
## 1201 san francisco california doesn't have kids
## 1202 san francisco california <NA>
## 1203 oakland california <NA>
## 1204 san francisco california doesn't have kids
## 1205 san francisco california <NA>
## 1206 san francisco california <NA>
## 1207 san francisco california doesn't have kids, and doesn't want any
## 1208 menlo park california <NA>
## 1209 san francisco california <NA>
## 1210 san francisco california <NA>
## 1211 san rafael california doesn't have kids, but might want them
## 1212 san francisco california doesn't want kids
## 1213 san francisco california <NA>
## 1214 alameda california <NA>
## 1215 san bruno california <NA>
## 1216 oakland california <NA>
## 1217 san francisco california <NA>
## 1218 san francisco california doesn't have kids
## 1219 san francisco california <NA>
## 1220 richmond california doesn't have kids, but might want them
## 1221 san francisco california <NA>
## 1222 san francisco california <NA>
## 1223 berkeley california <NA>
## 1224 san francisco california <NA>
## 1225 san francisco california <NA>
## 1226 oakland california <NA>
## 1227 oakland california <NA>
## 1228 san francisco california doesn't have kids
## 1229 san francisco california <NA>
## 1230 san francisco california <NA>
## 1231 san rafael california <NA>
## 1232 san rafael california <NA>
## 1233 san francisco california doesn't have kids
## 1234 el sobrante california <NA>
## 1235 palo alto california doesn't have kids, but might want them
## 1236 san francisco california doesn't have kids
## 1237 pleasant hill california <NA>
## 1238 burlingame california doesn't have kids, but wants them
## 1239 san francisco california <NA>
## 1240 oakland california doesn't have kids, but wants them
## 1241 berkeley california <NA>
## 1242 san francisco california <NA>
## 1243 berkeley california <NA>
## 1244 berkeley california doesn't have kids
## 1245 san francisco california <NA>
## 1246 berkeley california <NA>
## 1247 san francisco california doesn't have kids
## 1248 san francisco california <NA>
## 1249 san francisco california doesn't have kids
## 1250 alameda california doesn't have kids
## 1251 san mateo california <NA>
## 1252 san rafael california <NA>
## 1253 oakland california <NA>
## 1254 oakland california doesn't have kids, but wants them
## 1255 oakland california doesn't have kids, but wants them
## 1256 san francisco california <NA>
## 1257 san francisco california doesn't have kids, but wants them
## 1258 redwood city california <NA>
## 1259 san francisco california doesn't have kids, but wants them
## 1260 oakland california <NA>
## 1261 novato california <NA>
## 1262 daly city california <NA>
## 1263 san francisco california doesn't have kids, and doesn't want any
## 1264 san francisco california <NA>
## 1265 san francisco california doesn't have kids
## 1266 san francisco california <NA>
## 1267 berkeley california <NA>
## 1268 san rafael california <NA>
## 1269 san francisco california <NA>
## 1270 oakland california doesn't have kids
## 1271 mill valley california has kids
## 1272 martinez california doesn't have kids, but might want them
## 1273 berkeley california doesn't have kids
## 1274 oakland california doesn't want kids
## 1275 san francisco california doesn't want kids
## 1276 san francisco california <NA>
## 1277 redwood city california <NA>
## 1278 oakland california doesn't have kids, but wants them
## 1279 palo alto california <NA>
## 1280 berkeley california <NA>
## 1281 san francisco california <NA>
## 1282 san francisco california <NA>
## 1283 san francisco california doesn't have kids, but wants them
## 1284 berkeley california doesn't have kids
## 1285 san francisco california has a kid
## 1286 berkeley california has a kid
## 1287 menlo park california <NA>
## 1288 burlingame california <NA>
## 1289 el sobrante california has kids
## 1290 berkeley california has kids
## 1291 san francisco california doesn't have kids
## 1292 san leandro california <NA>
## 1293 san francisco california <NA>
## 1294 san pablo california <NA>
## 1295 san francisco california <NA>
## 1296 oakland california doesn't have kids
## 1297 oakland california <NA>
## 1298 san francisco california <NA>
## 1299 san mateo california doesn't have kids
## 1300 south san francisco california doesn't have kids
## 1301 san francisco california doesn't have kids, but might want them
## 1302 san francisco california <NA>
## 1303 san francisco california doesn't have kids, but wants them
## 1304 san francisco california <NA>
## 1305 berkeley california doesn't have kids
## 1306 hercules california <NA>
## 1307 san francisco california <NA>
## 1308 san francisco california doesn't have kids, but might want them
## 1309 oakland california doesn't have kids, but might want them
## 1310 san francisco california <NA>
## 1311 menlo park california doesn't have kids, but might want them
## 1312 berkeley california doesn't have kids
## 1313 oakland california <NA>
## 1314 san francisco california has a kid
## 1315 berkeley california doesn't have kids
## 1316 palo alto california doesn't have kids, but might want them
## 1317 san francisco california <NA>
## 1318 san francisco california doesn't want kids
## 1319 san francisco california <NA>
## 1320 san francisco california <NA>
## 1321 alameda california doesn't have kids, but might want them
## 1322 vallejo california has kids
## 1323 vallejo california <NA>
## 1324 san francisco california <NA>
## 1325 san francisco california doesn't have kids
## 1326 san francisco california doesn't have kids
## 1327 san francisco california doesn't have kids
## 1328 south san francisco california <NA>
## 1329 palo alto california <NA>
## 1330 emeryville california <NA>
## 1331 san francisco california <NA>
## 1332 san francisco california <NA>
## 1333 san francisco california <NA>
## 1334 oakland california <NA>
## 1335 san francisco california <NA>
## 1336 san francisco california <NA>
## 1337 boulder colorado <NA>
## 1338 san rafael california doesn't have kids, but wants them
## 1339 san francisco california <NA>
## 1340 san francisco california doesn't have kids, but might want them
## 1341 san francisco california <NA>
## 1342 san francisco california doesn't have kids, but might want them
## 1343 san francisco california <NA>
## 1344 berkeley california doesn't want kids
## 1345 san francisco california <NA>
## 1346 berkeley california <NA>
## 1347 san francisco california <NA>
## 1348 oakland california <NA>
## 1349 berkeley california <NA>
## 1350 oakland california doesn't have kids
## 1351 walnut creek california <NA>
## 1352 san francisco california doesn't have kids, and doesn't want any
## 1353 san francisco california doesn't have kids, and doesn't want any
## 1354 san francisco california doesn't have kids
## 1355 san francisco california <NA>
## 1356 brisbane california <NA>
## 1357 san francisco california doesn't have kids
## 1358 san francisco california <NA>
## 1359 novato california doesn't want kids
## 1360 san francisco california <NA>
## 1361 vallejo california <NA>
## 1362 san francisco california <NA>
## 1363 oakland california doesn't have kids, but wants them
## 1364 oakland california doesn't want kids
## 1365 stanford california doesn't have kids, and doesn't want any
## 1366 san francisco california doesn't have kids, but might want them
## 1367 san francisco california <NA>
## 1368 san francisco california has a kid
## 1369 berkeley california <NA>
## 1370 san francisco california doesn't have kids
## 1371 emeryville california <NA>
## 1372 san francisco california <NA>
## 1373 freedom california <NA>
## 1374 redwood city california <NA>
## 1375 palo alto california <NA>
## 1376 walnut creek california doesn't have kids
## 1377 san francisco california <NA>
## 1378 san francisco california <NA>
## 1379 san francisco california <NA>
## 1380 san francisco california doesn't have kids, and doesn't want any
## 1381 san francisco california doesn't have kids
## 1382 san francisco california <NA>
## 1383 san francisco california doesn't have kids
## 1384 san francisco california <NA>
## 1385 oakland california <NA>
## 1386 san francisco california <NA>
## 1387 san francisco california doesn't want kids
## 1388 san francisco california doesn't have kids, but wants them
## 1389 berkeley california <NA>
## 1390 san francisco california <NA>
## 1391 menlo park california doesn't want kids
## 1392 alameda california <NA>
## 1393 albany california doesn't have kids, but might want them
## 1394 san francisco california doesn't have kids
## 1395 berkeley california <NA>
## 1396 san francisco california <NA>
## 1397 san francisco california <NA>
## 1398 san francisco california doesn't have kids
## 1399 palo alto california <NA>
## 1400 alameda california <NA>
## 1401 san francisco california doesn't have kids, but wants them
## 1402 san francisco california <NA>
## 1403 san francisco california doesn't have kids
## 1404 alameda california has kids
## 1405 san francisco california <NA>
## 1406 palo alto california doesn't have kids, but might want them
## 1407 alameda california has a kid
## 1408 san francisco california <NA>
## 1409 san francisco california <NA>
## 1410 walnut creek california <NA>
## 1411 san francisco california <NA>
## 1412 oakland california doesn't have kids, but wants them
## 1413 berkeley california doesn't have kids
## 1414 san francisco california doesn't have kids, but wants them
## 1415 hayward california <NA>
## 1416 san mateo california <NA>
## 1417 millbrae california <NA>
## 1418 san mateo california has kids
## 1419 san francisco california doesn't have kids
## 1420 san francisco california <NA>
## 1421 san francisco california doesn't have kids
## 1422 berkeley california doesn't have kids
## 1423 palo alto california <NA>
## 1424 san francisco california <NA>
## 1425 san francisco california doesn't have kids, but wants them
## 1426 martinez california doesn't have kids, and doesn't want any
## 1427 pleasant hill california has a kid
## 1428 san rafael california <NA>
## 1429 san francisco california <NA>
## 1430 san francisco california <NA>
## 1431 san francisco california <NA>
## 1432 san mateo california <NA>
## 1433 pacifica california doesn't have kids, but wants them
## 1434 san francisco california <NA>
## 1435 oakland california doesn't have kids, and doesn't want any
## 1436 millbrae california <NA>
## 1437 menlo park california <NA>
## 1438 san francisco california doesn't have kids
## 1439 san francisco california <NA>
## 1440 oakland california <NA>
## 1441 berkeley california <NA>
## 1442 oakland california <NA>
## 1443 san francisco california <NA>
## 1444 san francisco california <NA>
## 1445 san francisco california <NA>
## 1446 oakland california <NA>
## 1447 san francisco california <NA>
## 1448 san francisco california <NA>
## 1449 san francisco california <NA>
## 1450 berkeley california doesn't have kids, but might want them
## 1451 san francisco california doesn't have kids
## 1452 san francisco california <NA>
## 1453 san francisco california doesn't have kids
## 1454 san francisco california <NA>
## 1455 san francisco california <NA>
## 1456 oakland california doesn't have kids
## 1457 berkeley california <NA>
## 1458 vallejo california doesn't have kids, but wants them
## 1459 san francisco california doesn't have kids
## 1460 oakland california might want kids
## 1461 fremont california doesn't have kids
## 1462 menlo park california <NA>
## 1463 albany california <NA>
## 1464 larkspur california has a kid
## 1465 san francisco california doesn't have kids
## 1466 san francisco california <NA>
## 1467 san francisco california <NA>
## 1468 oakland california <NA>
## 1469 san francisco california <NA>
## 1470 san francisco california <NA>
## 1471 san francisco california <NA>
## 1472 san francisco california doesn't want kids
## 1473 san francisco california doesn't have kids, but wants them
## 1474 san francisco california <NA>
## 1475 san francisco california <NA>
## 1476 san francisco california doesn't have kids, but might want them
## 1477 san francisco california <NA>
## 1478 san francisco california <NA>
## 1479 richmond california has kids
## 1480 san francisco california has a kid
## 1481 san francisco california <NA>
## 1482 san francisco california <NA>
## 1483 hayward california doesn't have kids, but wants them
## 1484 berkeley california <NA>
## 1485 emeryville california <NA>
## 1486 san francisco california <NA>
## 1487 orinda california <NA>
## 1488 san francisco california <NA>
## 1489 san francisco california doesn't have kids, but might want them
## 1490 san francisco california has kids
## 1491 san francisco california <NA>
## 1492 san francisco california <NA>
## 1493 san leandro california has kids
## 1494 menlo park california <NA>
## 1495 san francisco california doesn't have kids
## 1496 hayward california <NA>
## 1497 san francisco california doesn't have kids
## 1498 san francisco california doesn't have kids
## 1499 san francisco california doesn't have kids, but wants them
## 1500 san francisco california <NA>
## 1501 san francisco california <NA>
## 1502 san francisco california doesn't have kids
## 1503 berkeley california <NA>
## 1504 oakland california <NA>
## 1505 palo alto california <NA>
## 1506 burlingame california doesn't have kids
## 1507 pleasant hill california <NA>
## 1508 palo alto california has kids
## 1509 menlo park california <NA>
## 1510 san francisco california <NA>
## 1511 novato california <NA>
## 1512 san francisco california <NA>
## 1513 san francisco california <NA>
## 1514 san francisco california <NA>
## 1515 oakland california <NA>
## 1516 mill valley california doesn't have kids, but wants them
## 1517 oakland california doesn't have kids
## 1518 emeryville california doesn't have kids, but might want them
## 1519 sausalito california doesn't have kids
## 1520 san francisco california doesn't have kids
## 1521 san francisco california doesn't have kids
## 1522 san francisco california doesn't want kids
## 1523 fairfax california has kids, and might want more
## 1524 berkeley california doesn't have kids, but might want them
## 1525 san francisco california has a kid
## 1526 oakland california doesn't have kids
## 1527 san francisco california <NA>
## 1528 san francisco california <NA>
## 1529 san francisco california <NA>
## 1530 sausalito california doesn't have kids
## 1531 berkeley california <NA>
## 1532 san francisco california <NA>
## 1533 belmont california has kids
## 1534 san leandro california <NA>
## 1535 san francisco california <NA>
## 1536 san francisco california <NA>
## 1537 oakland california <NA>
## 1538 castro valley california <NA>
## 1539 berkeley california <NA>
## 1540 san francisco california has a kid
## 1541 oakland california doesn't have kids, but wants them
## 1542 belmont california <NA>
## 1543 san francisco california doesn't have kids
## 1544 san rafael california doesn't have kids
## 1545 berkeley california <NA>
## 1546 san francisco california doesn't have kids
## 1547 san francisco california <NA>
## 1548 oakland california doesn't want kids
## 1549 san anselmo california <NA>
## 1550 oakland california doesn't have kids
## 1551 san francisco california <NA>
## 1552 san francisco california <NA>
## 1553 san francisco california <NA>
## 1554 san francisco california <NA>
## 1555 san francisco california <NA>
## 1556 san francisco california <NA>
## 1557 san francisco california <NA>
## 1558 oakland california <NA>
## 1559 redwood city california doesn't have kids, but wants them
## 1560 redwood city california doesn't have kids
## 1561 san francisco california doesn't have kids
## 1562 oakland california doesn't have kids, but might want them
## 1563 emeryville california <NA>
## 1564 san francisco california doesn't want kids
## 1565 san francisco california doesn't have kids, but wants them
## 1566 san francisco california <NA>
## 1567 san francisco california doesn't have kids, but wants them
## 1568 san francisco california doesn't have kids, but might want them
## 1569 san francisco california <NA>
## 1570 oakland california <NA>
## 1571 oakland california <NA>
## 1572 san francisco california <NA>
## 1573 san francisco california doesn't have kids, but might want them
## 1574 novato california <NA>
## 1575 berkeley california <NA>
## 1576 san francisco california doesn't have kids
## 1577 san francisco california doesn't have kids
## 1578 san francisco california <NA>
## 1579 san francisco california <NA>
## 1580 san carlos california doesn't have kids, but wants them
## 1581 san francisco california <NA>
## 1582 san francisco california <NA>
## 1583 san bruno california <NA>
## 1584 mountain view california <NA>
## 1585 san francisco california <NA>
## 1586 san francisco california <NA>
## 1587 san francisco california doesn't have kids, and doesn't want any
## 1588 san francisco california <NA>
## 1589 san francisco california <NA>
## 1590 mill valley california <NA>
## 1591 san francisco california <NA>
## 1592 san francisco california <NA>
## 1593 san francisco california has kids, but doesn't want more
## 1594 san francisco california <NA>
## 1595 san francisco california <NA>
## 1596 san francisco california <NA>
## 1597 san francisco california <NA>
## 1598 san francisco california doesn't have kids
## 1599 berkeley california <NA>
## 1600 san francisco california <NA>
## 1601 san francisco california doesn't want kids
## 1602 san francisco california <NA>
## 1603 san francisco california doesn't have kids
## 1604 palo alto california <NA>
## 1605 oakland california <NA>
## 1606 san leandro california <NA>
## 1607 san francisco california <NA>
## 1608 burlingame california <NA>
## 1609 san mateo california <NA>
## 1610 moraga california <NA>
## 1611 pleasant hill california has kids
## 1612 san francisco california <NA>
## 1613 san francisco california <NA>
## 1614 san francisco california <NA>
## 1615 san francisco california <NA>
## 1616 san francisco california <NA>
## 1617 san francisco california doesn't have kids
## 1618 el cerrito california <NA>
## 1619 san francisco california doesn't have kids
## 1620 san francisco california doesn't have kids, and doesn't want any
## 1621 oakland california doesn't want kids
## 1622 san francisco california <NA>
## 1623 palo alto california <NA>
## 1624 san francisco california <NA>
## 1625 san francisco california <NA>
## 1626 san francisco california doesn't have kids
## 1627 san francisco california <NA>
## 1628 san francisco california <NA>
## 1629 berkeley california doesn't have kids, but might want them
## 1630 san francisco california <NA>
## 1631 el cerrito california <NA>
## 1632 south san francisco california <NA>
## 1633 oakland california <NA>
## 1634 san francisco california doesn't have kids
## 1635 san francisco california <NA>
## 1636 south san francisco california doesn't have kids, but wants them
## 1637 south san francisco california doesn't want kids
## 1638 san francisco california <NA>
## 1639 pleasant hill california <NA>
## 1640 san rafael california might want kids
## 1641 oakland california <NA>
## 1642 oakland california <NA>
## 1643 oakland california doesn't have kids, and doesn't want any
## 1644 san francisco california doesn't have kids, but might want them
## 1645 berkeley california <NA>
## 1646 san francisco california doesn't have kids
## 1647 san francisco california doesn't want kids
## 1648 san francisco california <NA>
## 1649 san francisco california <NA>
## 1650 san francisco california <NA>
## 1651 berkeley california <NA>
## 1652 san francisco california <NA>
## 1653 san francisco california <NA>
## 1654 palo alto california <NA>
## 1655 san francisco california <NA>
## 1656 alameda california doesn't have kids, but might want them
## 1657 san francisco california doesn't have kids
## 1658 san francisco california <NA>
## 1659 san francisco california <NA>
## 1660 san rafael california <NA>
## 1661 san francisco california doesn't have kids
## 1662 stanford california <NA>
## 1663 san francisco california <NA>
## 1664 berkeley california <NA>
## 1665 san francisco california doesn't have kids
## 1666 san francisco california <NA>
## 1667 san francisco california <NA>
## 1668 san francisco california <NA>
## 1669 san francisco california doesn't want kids
## 1670 berkeley california <NA>
## 1671 san pablo california <NA>
## 1672 redwood city california <NA>
## 1673 san francisco california <NA>
## 1674 san francisco california doesn't have kids
## 1675 san francisco california <NA>
## 1676 san francisco california doesn't have kids
## 1677 stanford california <NA>
## 1678 san francisco california doesn't have kids
## 1679 san francisco california <NA>
## 1680 san francisco california doesn't have kids
## 1681 hayward california doesn't want kids
## 1682 san francisco california doesn't have kids, and doesn't want any
## 1683 berkeley california doesn't want kids
## 1684 palo alto california <NA>
## 1685 mill valley california doesn't have kids
## 1686 berkeley california <NA>
## 1687 menlo park california has kids, but doesn't want more
## 1688 berkeley california <NA>
## 1689 san francisco california <NA>
## 1690 oakland california doesn't have kids
## 1691 san francisco california doesn't have kids, but might want them
## 1692 san francisco california <NA>
## 1693 alameda california doesn't have kids
## 1694 san francisco california <NA>
## 1695 oakland california doesn't have kids
## 1696 orinda california doesn't have kids
## 1697 san francisco california doesn't have kids
## 1698 san carlos california has kids
## 1699 san francisco california <NA>
## 1700 san leandro california doesn't have kids, but wants them
## 1701 menlo park california doesn't have kids, but might want them
## 1702 san francisco california doesn't have kids, but wants them
## 1703 oakland california <NA>
## 1704 san francisco california <NA>
## 1705 berkeley california <NA>
## 1706 san francisco california <NA>
## 1707 san francisco california doesn't have kids, but wants them
## 1708 san francisco california <NA>
## 1709 oakland california doesn't have kids, but wants them
## 1710 novato california <NA>
## 1711 san francisco california <NA>
## 1712 san francisco california <NA>
## 1713 san francisco california <NA>
## 1714 san francisco california doesn't want kids
## 1715 san francisco california <NA>
## 1716 san francisco california doesn't want kids
## 1717 hayward california <NA>
## 1718 san francisco california doesn't want kids
## 1719 san francisco california <NA>
## 1720 san francisco california <NA>
## 1721 san francisco california <NA>
## 1722 san francisco california <NA>
## 1723 daly city california <NA>
## 1724 san francisco california doesn't have kids, but wants them
## 1725 san francisco california <NA>
## 1726 san francisco california <NA>
## 1727 burlingame california doesn't have kids
## 1728 oakland california <NA>
## 1729 san francisco california <NA>
## 1730 san francisco california has kids
## 1731 san francisco california <NA>
## 1732 sausalito california <NA>
## 1733 oakland california <NA>
## 1734 san francisco california <NA>
## 1735 san francisco california <NA>
## 1736 half moon bay california doesn't have kids
## 1737 san francisco california <NA>
## 1738 san francisco california <NA>
## 1739 berkeley california <NA>
## 1740 san francisco california <NA>
## 1741 san mateo california doesn't want kids
## 1742 san leandro california doesn't have kids
## 1743 pacifica california <NA>
## 1744 san francisco california <NA>
## 1745 oakland california doesn't have kids, but might want them
## 1746 palo alto california doesn't have kids
## 1747 oakland california doesn't have kids, but wants them
## 1748 san francisco california <NA>
## 1749 san francisco california doesn't want kids
## 1750 san mateo california <NA>
## 1751 san francisco california doesn't have kids, but wants them
## 1752 san francisco california doesn't have kids, but might want them
## 1753 stanford california doesn't have kids
## 1754 oakland california has a kid, and wants more
## 1755 san francisco california <NA>
## 1756 san francisco california has a kid
## 1757 oakland california <NA>
## 1758 mountain view california <NA>
## 1759 berkeley california <NA>
## 1760 alameda california doesn't have kids
## 1761 san rafael california has kids
## 1762 south san francisco california <NA>
## 1763 san francisco california <NA>
## 1764 san francisco california doesn't have kids, and doesn't want any
## 1765 san francisco california <NA>
## 1766 oakland california <NA>
## 1767 half moon bay california doesn't want kids
## 1768 san francisco california <NA>
## 1769 san francisco california <NA>
## 1770 san francisco california <NA>
## 1771 san francisco california wants kids
## 1772 san francisco california doesn't have kids
## 1773 berkeley california <NA>
## 1774 san francisco california doesn't have kids, but wants them
## 1775 san rafael california doesn't have kids
## 1776 san francisco california <NA>
## 1777 san leandro california has a kid
## 1778 emeryville california <NA>
## 1779 oakland california doesn't have kids, but might want them
## 1780 oakland california <NA>
## 1781 san francisco california <NA>
## 1782 san francisco california <NA>
## 1783 berkeley california doesn't have kids, and doesn't want any
## 1784 san francisco california <NA>
## 1785 san francisco california has a kid
## 1786 alameda california <NA>
## 1787 san francisco california <NA>
## 1788 berkeley california doesn't have kids, but might want them
## 1789 palo alto california <NA>
## 1790 san francisco california <NA>
## 1791 palo alto california <NA>
## 1792 san francisco california <NA>
## 1793 san francisco california <NA>
## 1794 south san francisco california has kids
## 1795 berkeley california <NA>
## 1796 redwood city california <NA>
## 1797 berkeley california doesn't have kids, and doesn't want any
## 1798 san francisco california doesn't have kids, but might want them
## 1799 san francisco california <NA>
## 1800 san francisco california <NA>
## 1801 san francisco california <NA>
## 1802 berkeley california <NA>
## 1803 san francisco california <NA>
## 1804 san francisco california <NA>
## 1805 walnut creek california <NA>
## 1806 san francisco california <NA>
## 1807 oakland california <NA>
## 1808 lafayette california <NA>
## 1809 millbrae california <NA>
## 1810 san francisco california doesn't have kids
## 1811 san francisco california doesn't have kids, but wants them
## 1812 belvedere tiburon california <NA>
## 1813 san francisco california <NA>
## 1814 san francisco california <NA>
## 1815 san carlos california has kids, but doesn't want more
## 1816 san francisco california <NA>
## 1817 berkeley california doesn't have kids, but wants them
## 1818 san francisco california doesn't have kids, but might want them
## 1819 san francisco california <NA>
## 1820 berkeley california doesn't have kids, but might want them
## 1821 san francisco california <NA>
## 1822 palo alto california <NA>
## 1823 san carlos california <NA>
## 1824 san lorenzo california doesn't want kids
## 1825 san francisco california doesn't have kids
## 1826 san francisco california doesn't have kids, but wants them
## 1827 san francisco california <NA>
## 1828 oakland california <NA>
## 1829 san francisco california doesn't have kids
## 1830 san francisco california <NA>
## 1831 san francisco california <NA>
## 1832 san francisco california doesn't have kids
## 1833 san francisco california <NA>
## 1834 san francisco california <NA>
## 1835 oakland california <NA>
## 1836 san francisco california <NA>
## 1837 emeryville california <NA>
## 1838 benicia california <NA>
## 1839 redwood city california <NA>
## 1840 san francisco california <NA>
## 1841 san francisco california <NA>
## 1842 san francisco california doesn't have kids, but wants them
## 1843 walnut creek california <NA>
## 1844 pacifica california <NA>
## 1845 berkeley california <NA>
## 1846 el cerrito california doesn't have kids
## 1847 castro valley california <NA>
## 1848 oakland california doesn't have kids
## 1849 san rafael california doesn't have kids
## 1850 san francisco california <NA>
## 1851 stanford california <NA>
## 1852 san francisco california doesn't have kids, and doesn't want any
## 1853 san francisco california <NA>
## 1854 oakland california <NA>
## 1855 san francisco california <NA>
## 1856 san francisco california doesn't want kids
## 1857 vallejo california <NA>
## 1858 berkeley california <NA>
## 1859 san francisco california doesn't have kids
## 1860 mill valley california <NA>
## 1861 san francisco california doesn't have kids
## 1862 san francisco california doesn't have kids, and doesn't want any
## 1863 daly city california <NA>
## 1864 san francisco california doesn't have kids, but might want them
## 1865 south san francisco california <NA>
## 1866 berkeley california doesn't want kids
## 1867 san francisco california <NA>
## 1868 san mateo california <NA>
## 1869 san francisco california <NA>
## 1870 san francisco california <NA>
## 1871 walnut creek california <NA>
## 1872 oakland california <NA>
## 1873 martinez california has a kid
## 1874 hercules california <NA>
## 1875 san francisco california <NA>
## 1876 emeryville california doesn't want kids
## 1877 san francisco california <NA>
## 1878 belmont california <NA>
## 1879 oakland california <NA>
## 1880 san francisco california <NA>
## 1881 san francisco california <NA>
## 1882 san francisco california <NA>
## 1883 san carlos california <NA>
## 1884 san francisco california doesn't have kids
## 1885 oakland california doesn't have kids, and doesn't want any
## 1886 san francisco california <NA>
## 1887 san francisco california <NA>
## 1888 montara california <NA>
## 1889 san francisco california <NA>
## 1890 san mateo california <NA>
## 1891 san francisco california doesn't want kids
## 1892 san francisco california doesn't have kids, but might want them
## 1893 san francisco california <NA>
## 1894 san francisco california doesn't have kids, but might want them
## 1895 berkeley california doesn't have kids
## 1896 oakland california doesn't have kids, but wants them
## 1897 oakland california doesn't have kids, but might want them
## 1898 berkeley california <NA>
## 1899 berkeley california doesn't have kids, but might want them
## 1900 redwood city california <NA>
## 1901 pleasant hill california <NA>
## 1902 mountain view california <NA>
## 1903 oakland california doesn't want kids
## 1904 san francisco california <NA>
## 1905 berkeley california <NA>
## 1906 san rafael california has a kid
## 1907 oakland california doesn't have kids, but might want them
## 1908 san francisco california <NA>
## 1909 albany california <NA>
## 1910 san francisco california <NA>
## 1911 san francisco california <NA>
## 1912 san francisco california doesn't have kids, but might want them
## 1913 san francisco california <NA>
## 1914 san francisco california <NA>
## 1915 san francisco california doesn't have kids, but might want them
## 1916 san francisco california <NA>
## 1917 san francisco california doesn't have kids
## 1918 san francisco california <NA>
## 1919 san francisco california <NA>
## 1920 oakland california <NA>
## 1921 green brae california has kids
## 1922 san francisco california <NA>
## 1923 burlingame california <NA>
## 1924 san francisco california <NA>
## 1925 san francisco california <NA>
## 1926 san francisco california <NA>
## 1927 palo alto california has a kid
## 1928 san francisco california <NA>
## 1929 berkeley california doesn't have kids, but might want them
## 1930 el sobrante california has a kid, and might want more
## 1931 mountain view california <NA>
## 1932 san francisco california <NA>
## 1933 san francisco california <NA>
## 1934 san francisco california <NA>
## 1935 oakland california doesn't have kids
## 1936 san francisco california <NA>
## 1937 san francisco california doesn't have kids, but might want them
## 1938 san francisco california doesn't want kids
## 1939 san mateo california doesn't have kids, but wants them
## 1940 san francisco california <NA>
## 1941 walnut creek california doesn't have kids, but wants them
## 1942 san francisco california doesn't have kids
## 1943 san francisco california has a kid
## 1944 san francisco california has kids, but doesn't want more
## 1945 san anselmo california doesn't have kids, and doesn't want any
## 1946 san francisco california doesn't have kids, but might want them
## 1947 berkeley california doesn't have kids, but wants them
## 1948 oakland california doesn't have kids
## 1949 san mateo california <NA>
## 1950 pacifica california <NA>
## 1951 oakland california doesn't have kids, but might want them
## 1952 daly city california <NA>
## 1953 oakland california <NA>
## 1954 san rafael california doesn't want kids
## 1955 vallejo california <NA>
## 1956 san francisco california doesn't have kids, but wants them
## 1957 san francisco california doesn't have kids
## 1958 san francisco california doesn't have kids, but might want them
## 1959 san francisco california <NA>
## 1960 san francisco california <NA>
## 1961 richmond california has kids
## 1962 san francisco california has kids
## 1963 san francisco california doesn't have kids, but wants them
## 1964 san francisco california has a kid
## 1965 san francisco california doesn't have kids, but might want them
## 1966 berkeley california doesn't want kids
## 1967 san francisco california <NA>
## 1968 san francisco california <NA>
## 1969 san francisco california has a kid
## 1970 san francisco california <NA>
## 1971 san francisco california <NA>
## 1972 san mateo california <NA>
## 1973 hayward california <NA>
## 1974 richmond california <NA>
## 1975 san francisco california doesn't have kids, but might want them
## 1976 san francisco california <NA>
## 1977 san mateo california doesn't have kids, but might want them
## 1978 san francisco california <NA>
## 1979 oakland california <NA>
## 1980 san francisco california <NA>
## 1981 san francisco california doesn't have kids
## 1982 benicia california <NA>
## 1983 palo alto california <NA>
## 1984 san francisco california <NA>
## 1985 crockett california <NA>
## 1986 oakland california <NA>
## 1987 san francisco california doesn't have kids, and doesn't want any
## 1988 san francisco california <NA>
## 1989 san francisco california <NA>
## 1990 san francisco california <NA>
## 1991 berkeley california doesn't have kids
## 1992 san francisco california doesn't have kids
## 1993 san francisco california doesn't want kids
## 1994 oakland california doesn't have kids
## 1995 burlingame california <NA>
## 1996 san francisco california doesn't have kids
## 1997 alameda california <NA>
## 1998 san francisco california has a kid
## 1999 san francisco california <NA>
## 2000 oakland california <NA>
## 2001 san francisco california <NA>
## 2002 berkeley california <NA>
## 2003 menlo park california <NA>
## 2004 san francisco california <NA>
## 2005 vallejo california <NA>
## 2006 hayward california <NA>
## 2007 berkeley california <NA>
## 2008 san francisco california <NA>
## 2009 san carlos california doesn't have kids, but might want them
## 2010 san francisco california doesn't want kids
## 2011 san francisco california doesn't have kids
## 2012 san francisco california <NA>
## 2013 san mateo california doesn't have kids
## 2014 san francisco california doesn't want kids
## 2015 san francisco california doesn't have kids
## 2016 san francisco california <NA>
## 2017 berkeley california doesn't have kids, but wants them
## 2018 el cerrito california <NA>
## 2019 san francisco california <NA>
## 2020 san francisco california <NA>
## 2021 san francisco california doesn't have kids
## 2022 san bruno california <NA>
## 2023 san francisco california doesn't have kids
## 2024 oakland california doesn't have kids, but might want them
## 2025 san francisco california <NA>
## 2026 san francisco california <NA>
## 2027 san francisco california <NA>
## 2028 oakland california doesn't have kids
## 2029 oakland california has a kid
## 2030 san francisco california <NA>
## 2031 san francisco california doesn't have kids
## 2032 san francisco california <NA>
## 2033 san francisco california <NA>
## 2034 san francisco california <NA>
## 2035 san francisco california <NA>
## 2036 san francisco california <NA>
## 2037 san francisco california doesn't have kids, and doesn't want any
## 2038 san francisco california <NA>
## 2039 oakland california has kids, and might want more
## 2040 oakland california <NA>
## 2041 san francisco california <NA>
## 2042 san francisco california doesn't have kids
## 2043 berkeley california doesn't have kids, but wants them
## 2044 oakland california <NA>
## 2045 san mateo california doesn't have kids, but might want them
## 2046 berkeley california has kids, and might want more
## 2047 san francisco california <NA>
## 2048 san francisco california <NA>
## 2049 berkeley california doesn't have kids, but wants them
## 2050 san francisco california doesn't have kids
## 2051 san francisco california doesn't have kids, and doesn't want any
## 2052 san leandro california <NA>
## 2053 san francisco california <NA>
## 2054 san francisco california <NA>
## 2055 oakland california <NA>
## 2056 san mateo california <NA>
## 2057 berkeley california <NA>
## 2058 san francisco california <NA>
## 2059 san francisco california <NA>
## 2060 san francisco california <NA>
## 2061 san francisco california might want kids
## 2062 berkeley california doesn't have kids, but might want them
## 2063 stanford california <NA>
## 2064 san rafael california doesn't have kids, but wants them
## 2065 san francisco california <NA>
## 2066 san leandro california doesn't have kids, but might want them
## 2067 san francisco california <NA>
## 2068 san francisco california <NA>
## 2069 san francisco california <NA>
## 2070 san francisco california <NA>
## 2071 san francisco california doesn't have kids, but might want them
## 2072 san francisco california <NA>
## 2073 san francisco california <NA>
## 2074 oakland california <NA>
## 2075 redwood city california <NA>
## 2076 san francisco california <NA>
## 2077 san francisco california <NA>
## 2078 palo alto california doesn't have kids
## 2079 san francisco california <NA>
## 2080 redwood city california has a kid
## 2081 san francisco california <NA>
## 2082 san francisco california <NA>
## 2083 san francisco california doesn't have kids, but might want them
## 2084 san francisco california <NA>
## 2085 san leandro california doesn't have kids
## 2086 san francisco california <NA>
## 2087 san francisco california doesn't have kids, but wants them
## 2088 emeryville california doesn't have kids, but might want them
## 2089 pleasant hill california has kids
## 2090 san leandro california doesn't have kids, but might want them
## 2091 emeryville california doesn't have kids
## 2092 san francisco california doesn't have kids, but wants them
## 2093 san francisco california doesn't have kids, but might want them
## 2094 castro valley california <NA>
## 2095 san francisco california <NA>
## 2096 san francisco california <NA>
## 2097 lafayette california has a kid
## 2098 san francisco california <NA>
## 2099 oakland california doesn't have kids, but might want them
## 2100 san francisco california <NA>
## 2101 san francisco california <NA>
## 2102 san francisco california <NA>
## 2103 san francisco california doesn't have kids, but wants them
## 2104 san francisco california doesn't have kids, but might want them
## 2105 san francisco california <NA>
## 2106 san francisco california doesn't have kids
## 2107 san francisco california <NA>
## 2108 san francisco california doesn't have kids
## 2109 san francisco california <NA>
## 2110 san francisco california doesn't want kids
## 2111 san francisco california doesn't have kids
## 2112 oakland california <NA>
## 2113 san francisco california <NA>
## 2114 berkeley california doesn't have kids, but might want them
## 2115 san francisco california doesn't have kids
## 2116 san francisco california doesn't have kids
## 2117 oakland california doesn't have kids, but wants them
## 2118 novato california <NA>
## 2119 san francisco california doesn't have kids
## 2120 san francisco california <NA>
## 2121 castro valley california has kids, but doesn't want more
## 2122 pinole california <NA>
## 2123 walnut creek california has kids
## 2124 san lorenzo california <NA>
## 2125 san francisco california doesn't want kids
## 2126 oakland california <NA>
## 2127 alameda california has a kid
## 2128 san francisco california doesn't have kids, but wants them
## 2129 san leandro california doesn't have kids, but might want them
## 2130 palo alto california <NA>
## 2131 oakland california doesn't want kids
## 2132 fairfax california doesn't have kids, and doesn't want any
## 2133 oakland california <NA>
## 2134 oakland california <NA>
## 2135 brisbane california doesn't have kids, but might want them
## 2136 oakland california <NA>
## 2137 san francisco california <NA>
## 2138 san francisco california doesn't have kids, but wants them
## 2139 oakland california <NA>
## 2140 san francisco california doesn't have kids
## 2141 oakland california doesn't have kids
## 2142 san francisco california <NA>
## 2143 berkeley california <NA>
## 2144 san francisco california <NA>
## 2145 oakland california <NA>
## 2146 el sobrante california doesn't have kids, but might want them
## 2147 oakland california <NA>
## 2148 daly city california <NA>
## 2149 san leandro california <NA>
## 2150 san carlos california has kids
## 2151 san francisco california <NA>
## 2152 hayward california <NA>
## 2153 san francisco california <NA>
## 2154 oakland california <NA>
## 2155 walnut creek california doesn't have kids
## 2156 san francisco california <NA>
## 2157 oakland california doesn't have kids
## 2158 san francisco california <NA>
## 2159 san francisco california doesn't have kids
## 2160 san rafael california doesn't have kids, but might want them
## 2161 redwood city california has kids
## 2162 san francisco california <NA>
## 2163 san francisco california <NA>
## 2164 fairfax california has kids, but doesn't want more
## 2165 san francisco california <NA>
## 2166 san francisco california doesn't have kids
## 2167 san francisco california doesn't have kids, but wants them
## 2168 san francisco california <NA>
## 2169 san francisco california <NA>
## 2170 san francisco california <NA>
## 2171 san francisco california <NA>
## 2172 montara california doesn't have kids
## 2173 belvedere tiburon california doesn't have kids, but wants them
## 2174 benicia california has kids
## 2175 san francisco california doesn't have kids
## 2176 san francisco california <NA>
## 2177 san francisco california <NA>
## 2178 san francisco california doesn't have kids, and doesn't want any
## 2179 stanford california doesn't have kids
## 2180 san francisco california <NA>
## 2181 san mateo california doesn't have kids, but wants them
## 2182 san francisco california doesn't have kids, but wants them
## 2183 pleasant hill california <NA>
## 2184 san francisco california <NA>
## 2185 palo alto california doesn't have kids
## 2186 berkeley california doesn't have kids
## 2187 san mateo california has a kid, but doesn't want more
## 2188 south san francisco california <NA>
## 2189 san francisco california <NA>
## 2190 oakland california <NA>
## 2191 san francisco california <NA>
## 2192 san francisco california <NA>
## 2193 el cerrito california doesn't have kids
## 2194 oakland california <NA>
## 2195 san francisco california doesn't have kids, and doesn't want any
## 2196 san francisco california doesn't have kids
## 2197 san francisco california doesn't have kids
## 2198 san francisco california <NA>
## 2199 san francisco california doesn't have kids
## 2200 woodside california doesn't want kids
## 2201 alameda california doesn't have kids, but might want them
## 2202 san francisco california <NA>
## 2203 alameda california <NA>
## 2204 oakland california has kids, but doesn't want more
## 2205 alameda california doesn't have kids, but might want them
## 2206 alameda california <NA>
## 2207 san francisco california doesn't want kids
## 2208 san francisco california <NA>
## 2209 san bruno california <NA>
## 2210 san francisco california doesn't have kids, but wants them
## 2211 pleasant hill california doesn't have kids
## 2212 oakland california doesn't have kids
## 2213 berkeley california <NA>
## 2214 hayward california doesn't have kids, but wants them
## 2215 oakland california <NA>
## 2216 oakland california doesn't have kids
## 2217 san francisco california <NA>
## 2218 san francisco california doesn't have kids, but might want them
## 2219 san francisco california doesn't have kids, but might want them
## 2220 berkeley california <NA>
## 2221 san francisco california <NA>
## 2222 berkeley california doesn't have kids, and doesn't want any
## 2223 berkeley california <NA>
## 2224 oakland california <NA>
## 2225 san mateo california doesn't have kids, but wants them
## 2226 san francisco california <NA>
## 2227 hayward california <NA>
## 2228 pacifica california <NA>
## 2229 pacifica california <NA>
## 2230 san francisco california has kids
## 2231 san francisco california <NA>
## 2232 san francisco california doesn't have kids, but wants them
## 2233 albany california has a kid, but doesn't want more
## 2234 albany california doesn't have kids, but wants them
## 2235 oakland california doesn't have kids, and doesn't want any
## 2236 berkeley california <NA>
## 2237 san francisco california <NA>
## 2238 san francisco california <NA>
## 2239 pleasant hill california <NA>
## 2240 berkeley california doesn't have kids
## 2241 san francisco california <NA>
## 2242 emeryville california <NA>
## 2243 san francisco california <NA>
## 2244 hayward california <NA>
## 2245 san francisco california doesn't want kids
## 2246 san carlos california <NA>
## 2247 san francisco california <NA>
## 2248 oakland california doesn't have kids
## 2249 oakland california doesn't want kids
## 2250 redwood city california <NA>
## 2251 oakland california <NA>
## 2252 san francisco california <NA>
## 2253 san francisco california <NA>
## 2254 berkeley california doesn't have kids, and doesn't want any
## 2255 san francisco california <NA>
## 2256 san francisco california <NA>
## 2257 alameda california has kids
## 2258 redwood city california <NA>
## 2259 berkeley california <NA>
## 2260 san francisco california <NA>
## 2261 berkeley california doesn't want kids
## 2262 lafayette california doesn't want kids
## 2263 san francisco california <NA>
## 2264 san francisco california <NA>
## 2265 oakland california <NA>
## 2266 belmont california doesn't have kids, but might want them
## 2267 berkeley california <NA>
## 2268 san francisco california <NA>
## 2269 san francisco california <NA>
## 2270 san francisco california doesn't have kids
## 2271 daly city california <NA>
## 2272 oakland california doesn't have kids, but might want them
## 2273 san francisco california <NA>
## 2274 san francisco california <NA>
## 2275 walnut creek california <NA>
## 2276 oakland california doesn't have kids, but might want them
## 2277 san francisco california has a kid
## 2278 san francisco california <NA>
## 2279 san francisco california <NA>
## 2280 san francisco california <NA>
## 2281 san francisco california doesn't have kids
## 2282 martinez california <NA>
## 2283 san francisco california <NA>
## 2284 redwood city california <NA>
## 2285 san francisco california <NA>
## 2286 san francisco california doesn't have kids, but might want them
## 2287 oakland california doesn't have kids
## 2288 berkeley california doesn't have kids
## 2289 san francisco california doesn't have kids, but might want them
## 2290 san francisco california doesn't have kids, but wants them
## 2291 san francisco california <NA>
## 2292 san francisco california doesn't have kids
## 2293 san francisco california <NA>
## 2294 san francisco california <NA>
## 2295 san francisco california <NA>
## 2296 oakland california wants kids
## 2297 san francisco california doesn't have kids
## 2298 san francisco california <NA>
## 2299 oakland california <NA>
## 2300 berkeley california <NA>
## 2301 san francisco california <NA>
## 2302 san francisco california doesn't have kids
## 2303 san mateo california has a kid
## 2304 oakland california doesn't have kids
## 2305 oakland california <NA>
## 2306 san francisco california <NA>
## 2307 san francisco california <NA>
## 2308 albany california doesn't have kids, but might want them
## 2309 san francisco california has a kid
## 2310 san francisco california <NA>
## 2311 oakland california doesn't have kids
## 2312 san francisco california <NA>
## 2313 berkeley california <NA>
## 2314 san francisco california <NA>
## 2315 oakland california <NA>
## 2316 san francisco california <NA>
## 2317 san francisco california has a kid
## 2318 san francisco california <NA>
## 2319 oakland california doesn't have kids
## 2320 san francisco california doesn't have kids
## 2321 oakland california <NA>
## 2322 san francisco california doesn't have kids, but wants them
## 2323 san francisco california <NA>
## 2324 san francisco california has kids
## 2325 san francisco california <NA>
## 2326 san francisco california <NA>
## 2327 san francisco california <NA>
## 2328 san francisco california <NA>
## 2329 emeryville california <NA>
## 2330 oakland california <NA>
## 2331 stanford california <NA>
## 2332 san francisco california <NA>
## 2333 san francisco california <NA>
## 2334 san bruno california doesn't have kids, but wants them
## 2335 san francisco california <NA>
## 2336 walnut creek california <NA>
## 2337 san francisco california <NA>
## 2338 san francisco california has kids
## 2339 san francisco california doesn't have kids, but wants them
## 2340 san francisco california <NA>
## 2341 san francisco california doesn't want kids
## 2342 redwood city california doesn't have kids
## 2343 san francisco california has kids, and might want more
## 2344 san francisco california doesn't have kids
## 2345 berkeley california <NA>
## 2346 san rafael california <NA>
## 2347 san francisco california <NA>
## 2348 redwood city california <NA>
## 2349 san francisco california doesn't have kids
## 2350 berkeley california <NA>
## 2351 half moon bay california <NA>
## 2352 san francisco california <NA>
## 2353 san francisco california <NA>
## 2354 san rafael california <NA>
## 2355 san francisco california <NA>
## 2356 san francisco california <NA>
## 2357 san francisco california <NA>
## 2358 oakland california has a kid
## 2359 mountain view california <NA>
## 2360 mountain view california <NA>
## 2361 san francisco california doesn't have kids
## 2362 berkeley california <NA>
## 2363 oakland california <NA>
## 2364 walnut creek california <NA>
## 2365 berkeley california <NA>
## 2366 san rafael california doesn't have kids, but wants them
## 2367 san francisco california <NA>
## 2368 san francisco california <NA>
## 2369 san francisco california doesn't have kids
## 2370 san francisco california <NA>
## 2371 walnut creek california has kids
## 2372 hayward california doesn't have kids, but wants them
## 2373 san francisco california <NA>
## 2374 oakland california <NA>
## 2375 san francisco california doesn't have kids, but wants them
## 2376 san francisco california <NA>
## 2377 san francisco california doesn't have kids
## 2378 berkeley california doesn't have kids, but wants them
## 2379 san francisco california <NA>
## 2380 san francisco california <NA>
## 2381 san francisco california <NA>
## 2382 san francisco california <NA>
## 2383 san francisco california <NA>
## 2384 crockett california doesn't have kids, but wants them
## 2385 san francisco california <NA>
## 2386 san rafael california <NA>
## 2387 oakland california doesn't have kids, but wants them
## 2388 san francisco california <NA>
## 2389 san francisco california doesn't have kids
## 2390 san francisco california <NA>
## 2391 burlingame california <NA>
## 2392 san francisco california <NA>
## 2393 san francisco california doesn't have kids
## 2394 oakland california <NA>
## 2395 san francisco california doesn't have kids, but wants them
## 2396 san francisco california doesn't have kids, but might want them
## 2397 san francisco california <NA>
## 2398 san francisco california doesn't have kids, but wants them
## 2399 san carlos california <NA>
## 2400 san francisco california <NA>
## 2401 san francisco california <NA>
## 2402 san francisco california <NA>
## 2403 berkeley california <NA>
## 2404 san francisco california <NA>
## 2405 san francisco california doesn't have kids, but wants them
## 2406 san francisco california doesn't have kids
## 2407 san francisco california doesn't have kids, but might want them
## 2408 palo alto california doesn't have kids
## 2409 san francisco california <NA>
## 2410 san francisco california <NA>
## 2411 san francisco california doesn't have kids, but might want them
## 2412 vallejo california <NA>
## 2413 san pablo california <NA>
## 2414 san francisco california doesn't have kids, but wants them
## 2415 san francisco california <NA>
## 2416 san francisco california doesn't have kids, but might want them
## 2417 san francisco california doesn't have kids, but might want them
## 2418 millbrae california <NA>
## 2419 san francisco california <NA>
## 2420 san francisco california <NA>
## 2421 san francisco california doesn't have kids
## 2422 daly city california <NA>
## 2423 san francisco california has a kid
## 2424 berkeley california doesn't have kids
## 2425 fremont california <NA>
## 2426 san francisco california has kids, and wants more
## 2427 san francisco california <NA>
## 2428 san francisco california <NA>
## 2429 berkeley california <NA>
## 2430 san francisco california doesn't have kids
## 2431 san francisco california <NA>
## 2432 mill valley california <NA>
## 2433 palo alto california <NA>
## 2434 san francisco california doesn't want kids
## 2435 san francisco california doesn't have kids
## 2436 oakland california doesn't have kids, but might want them
## 2437 san francisco california doesn't want kids
## 2438 san francisco california <NA>
## 2439 san francisco california <NA>
## 2440 san francisco california doesn't want kids
## 2441 san francisco california doesn't have kids, but might want them
## 2442 san francisco california doesn't have kids
## 2443 san francisco california <NA>
## 2444 san francisco california <NA>
## 2445 el sobrante california <NA>
## 2446 oakland california <NA>
## 2447 san francisco california <NA>
## 2448 san francisco california <NA>
## 2449 san francisco california doesn't want kids
## 2450 mountain view california doesn't have kids
## 2451 san francisco california <NA>
## 2452 novato california <NA>
## 2453 san francisco california <NA>
## 2454 oakland california doesn't have kids
## 2455 san bruno california <NA>
## 2456 burlingame california <NA>
## 2457 berkeley california <NA>
## 2458 palo alto california doesn't have kids, but wants them
## 2459 san mateo california <NA>
## 2460 san francisco california has a kid
## 2461 walnut creek california <NA>
## 2462 san francisco california <NA>
## 2463 san francisco california <NA>
## 2464 albany california <NA>
## 2465 oakland california <NA>
## 2466 alameda california doesn't have kids, but wants them
## 2467 san francisco california <NA>
## 2468 oakland california <NA>
## 2469 berkeley california doesn't have kids
## 2470 berkeley california doesn't have kids
## 2471 oakland california doesn't have kids
## 2472 walnut creek california doesn't have kids
## 2473 san francisco california has a kid
## 2474 san francisco california <NA>
## 2475 stanford california <NA>
## 2476 san francisco california doesn't have kids
## 2477 san francisco california <NA>
## 2478 pleasant hill california <NA>
## 2479 berkeley california doesn't have kids
## 2480 berkeley california <NA>
## 2481 san francisco california wants kids
## 2482 san francisco california <NA>
## 2483 oakland california <NA>
## 2484 san francisco california doesn't have kids
## 2485 berkeley california <NA>
## 2486 oakland california <NA>
## 2487 san francisco california doesn't have kids
## 2488 berkeley california <NA>
## 2489 oakland california has a kid
## 2490 san francisco california <NA>
## 2491 san francisco california <NA>
## 2492 san francisco california doesn't have kids, but wants them
## 2493 oakland california <NA>
## 2494 san francisco california <NA>
## 2495 san francisco california <NA>
## 2496 oakland california <NA>
## 2497 san francisco california <NA>
## 2498 san francisco california doesn't have kids, but might want them
## 2499 martinez california <NA>
## 2500 berkeley california <NA>
## 2501 san francisco california <NA>
## 2502 san francisco california doesn't have kids
## 2503 san francisco california <NA>
## 2504 oakland california doesn't want kids
## 2505 pleasant hill california <NA>
## 2506 vallejo california has kids
## 2507 oakland california doesn't have kids, but wants them
## 2508 berkeley california <NA>
## 2509 san francisco california <NA>
## 2510 san francisco california has a kid
## 2511 palo alto california <NA>
## 2512 san francisco california doesn't have kids
## 2513 daly city california <NA>
## 2514 san francisco california <NA>
## 2515 san francisco california <NA>
## 2516 san francisco california <NA>
## 2517 san francisco california doesn't have kids
## 2518 san francisco california <NA>
## 2519 oakland california <NA>
## 2520 san francisco california doesn't have kids
## 2521 menlo park california <NA>
## 2522 san francisco california doesn't have kids, but might want them
## 2523 san francisco california <NA>
## 2524 san francisco california <NA>
## 2525 alameda california has a kid
## 2526 oakland california <NA>
## 2527 san francisco california <NA>
## 2528 lafayette california <NA>
## 2529 emeryville california <NA>
## 2530 walnut creek california doesn't have kids
## 2531 san francisco california <NA>
## 2532 san francisco california has a kid
## 2533 oakland california has kids, and might want more
## 2534 oakland california <NA>
## 2535 san francisco california <NA>
## 2536 san francisco california <NA>
## 2537 san francisco california <NA>
## 2538 hayward california has kids
## 2539 san francisco california <NA>
## 2540 oakland california <NA>
## 2541 san leandro california has kids, but doesn't want more
## 2542 oakland california <NA>
## 2543 san francisco california <NA>
## 2544 alameda california <NA>
## 2545 san francisco california <NA>
## 2546 san francisco california <NA>
## 2547 mill valley california doesn't have kids
## 2548 oakland california doesn't have kids
## 2549 san francisco california <NA>
## 2550 berkeley california <NA>
## 2551 san francisco california <NA>
## 2552 san francisco california doesn't have kids
## 2553 berkeley california has kids
## 2554 san francisco california doesn't have kids, but might want them
## 2555 redwood city california doesn't have kids
## 2556 san francisco california doesn't have kids, but wants them
## 2557 oakland california doesn't have kids
## 2558 oakland california <NA>
## 2559 san francisco california doesn't have kids, but might want them
## 2560 mountain view california <NA>
## 2561 berkeley california <NA>
## 2562 san francisco california doesn't have kids
## 2563 san francisco california doesn't have kids, but might want them
## 2564 oakland california doesn't have kids
## 2565 san carlos california <NA>
## 2566 san francisco california <NA>
## 2567 san francisco california has a kid
## 2568 san mateo california <NA>
## 2569 oakland california has a kid, but doesn't want more
## 2570 san francisco california <NA>
## 2571 san francisco california <NA>
## 2572 san francisco california <NA>
## 2573 castro valley california has kids
## 2574 oakland california <NA>
## 2575 san francisco california <NA>
## 2576 san francisco california <NA>
## 2577 san rafael california has kids
## 2578 oakland california <NA>
## 2579 san francisco california <NA>
## 2580 redwood city california has kids
## 2581 san francisco california <NA>
## 2582 san francisco california <NA>
## 2583 san francisco california <NA>
## 2584 palo alto california <NA>
## 2585 san francisco california has kids
## 2586 san francisco california doesn't have kids, but wants them
## 2587 half moon bay california <NA>
## 2588 san francisco california doesn't have kids
## 2589 san francisco california <NA>
## 2590 berkeley california <NA>
## 2591 hayward california doesn't have kids
## 2592 san francisco california <NA>
## 2593 san francisco california doesn't have kids
## 2594 oakland california <NA>
## 2595 san francisco california doesn't want kids
## 2596 redwood city california <NA>
## 2597 berkeley california <NA>
## 2598 san francisco california <NA>
## 2599 san francisco california <NA>
## 2600 oakland california <NA>
## 2601 oakland california doesn't want kids
## 2602 hercules california <NA>
## 2603 san francisco california <NA>
## 2604 san francisco california <NA>
## 2605 san francisco california <NA>
## 2606 san francisco california <NA>
## 2607 oakland california doesn't have kids, but wants them
## 2608 oakland california <NA>
## 2609 san francisco california doesn't have kids
## 2610 san jose california <NA>
## 2611 san francisco california doesn't have kids, but wants them
## 2612 san francisco california <NA>
## 2613 burlingame california doesn't want kids
## 2614 oakland california doesn't want kids
## 2615 richmond california <NA>
## 2616 san francisco california <NA>
## 2617 san mateo california has a kid
## 2618 san francisco california <NA>
## 2619 san francisco california <NA>
## 2620 san francisco california doesn't want kids
## 2621 san francisco california <NA>
## 2622 san francisco california <NA>
## 2623 san francisco california <NA>
## 2624 san francisco california doesn't have kids
## 2625 san francisco california <NA>
## 2626 richmond california has a kid
## 2627 san carlos california doesn't have kids
## 2628 san francisco california <NA>
## 2629 pinole california <NA>
## 2630 san francisco california doesn't have kids
## 2631 san francisco california doesn't have kids
## 2632 pleasant hill california has kids
## 2633 san francisco california doesn't want kids
## 2634 san bruno california <NA>
## 2635 oakland california has kids
## 2636 san francisco california <NA>
## 2637 san francisco california <NA>
## 2638 san rafael california doesn't have kids, but wants them
## 2639 palo alto california doesn't have kids
## 2640 benicia california <NA>
## 2641 oakland california <NA>
## 2642 san mateo california doesn't have kids, but might want them
## 2643 menlo park california doesn't want kids
## 2644 san francisco california doesn't have kids
## 2645 san francisco california <NA>
## 2646 san francisco california doesn't want kids
## 2647 oakland california <NA>
## 2648 san francisco california <NA>
## 2649 san francisco california <NA>
## 2650 san francisco california doesn't have kids
## 2651 oakland california <NA>
## 2652 san francisco california <NA>
## 2653 daly city california doesn't want kids
## 2654 south san francisco california <NA>
## 2655 san francisco california <NA>
## 2656 san francisco california <NA>
## 2657 berkeley california doesn't have kids
## 2658 oakland california <NA>
## 2659 burlingame california <NA>
## 2660 emeryville california <NA>
## 2661 san francisco california doesn't have kids
## 2662 berkeley california has a kid
## 2663 san francisco california doesn't have kids
## 2664 san francisco california doesn't have kids
## 2665 san francisco california <NA>
## 2666 oakland california <NA>
## 2667 san francisco california <NA>
## 2668 berkeley california <NA>
## 2669 pacifica california doesn't have kids, and doesn't want any
## 2670 san francisco california <NA>
## 2671 oakland california <NA>
## 2672 san francisco california <NA>
## 2673 berkeley california <NA>
## 2674 san francisco california <NA>
## 2675 san francisco california <NA>
## 2676 san francisco california <NA>
## 2677 oakland california <NA>
## 2678 vallejo california has kids
## 2679 san francisco california doesn't want kids
## 2680 oakland california <NA>
## 2681 san francisco california <NA>
## 2682 san francisco california <NA>
## 2683 san francisco california doesn't have kids
## 2684 san francisco california <NA>
## 2685 alameda california <NA>
## 2686 belmont california <NA>
## 2687 san francisco california <NA>
## 2688 san francisco california doesn't have kids, but wants them
## 2689 san francisco california wants kids
## 2690 san francisco california <NA>
## 2691 san francisco california <NA>
## 2692 san francisco california <NA>
## 2693 san francisco california doesn't have kids, but wants them
## 2694 san francisco california doesn't have kids, but might want them
## 2695 belvedere tiburon california <NA>
## 2696 novato california doesn't have kids
## 2697 san francisco california doesn't have kids
## 2698 oakland california <NA>
## 2699 pinole california <NA>
## 2700 san francisco california <NA>
## 2701 oakland california doesn't have kids, but might want them
## 2702 san francisco california doesn't have kids
## 2703 oakland california doesn't have kids
## 2704 san francisco california <NA>
## 2705 san francisco california <NA>
## 2706 vallejo california <NA>
## 2707 san francisco california <NA>
## 2708 san francisco california <NA>
## 2709 san francisco california <NA>
## 2710 san francisco california <NA>
## 2711 san francisco california doesn't have kids
## 2712 san francisco california <NA>
## 2713 san mateo california has kids
## 2714 san francisco california doesn't have kids
## 2715 san francisco california doesn't have kids, but might want them
## 2716 berkeley california <NA>
## 2717 san francisco california <NA>
## 2718 san francisco california <NA>
## 2719 belvedere tiburon california doesn't have kids
## 2720 oakland california <NA>
## 2721 oakland california doesn't have kids, but might want them
## 2722 san francisco california doesn't have kids, but might want them
## 2723 san francisco california might want kids
## 2724 san francisco california doesn't have kids, but might want them
## 2725 san francisco california <NA>
## 2726 san francisco california doesn't have kids
## 2727 oakland california <NA>
## 2728 fairfax california has a kid
## 2729 san francisco california <NA>
## 2730 redwood city california <NA>
## 2731 san francisco california <NA>
## 2732 san francisco california doesn't have kids
## 2733 san francisco california <NA>
## 2734 oakland california doesn't have kids, but might want them
## 2735 san francisco california <NA>
## 2736 san francisco california doesn't have kids, but wants them
## 2737 oakland california <NA>
## 2738 san francisco california <NA>
## 2739 san mateo california <NA>
## 2740 san francisco california <NA>
## 2741 berkeley california <NA>
## 2742 san francisco california <NA>
## 2743 oakland california doesn't have kids, but wants them
## 2744 san pablo california <NA>
## 2745 san francisco california doesn't have kids, but wants them
## 2746 san francisco california doesn't have kids
## 2747 walnut creek california doesn't have kids, but wants them
## 2748 san mateo california doesn't have kids, but wants them
## 2749 oakland california <NA>
## 2750 san francisco california doesn't have kids
## 2751 corte madera california has kids
## 2752 oakland california doesn't have kids, but might want them
## 2753 san carlos california doesn't have kids
## 2754 alameda california <NA>
## 2755 san francisco california doesn't have kids, but wants them
## 2756 san francisco california <NA>
## 2757 san francisco california doesn't have kids, but might want them
## 2758 berkeley california <NA>
## 2759 san francisco california <NA>
## 2760 san francisco california <NA>
## 2761 berkeley california <NA>
## 2762 san francisco california <NA>
## 2763 san francisco california doesn't have kids
## 2764 san anselmo california doesn't have kids
## 2765 san francisco california <NA>
## 2766 san francisco california <NA>
## 2767 san francisco california doesn't have kids
## 2768 san mateo california <NA>
## 2769 san francisco california <NA>
## 2770 berkeley california <NA>
## 2771 san mateo california <NA>
## 2772 san francisco california doesn't have kids, and doesn't want any
## 2773 san francisco california <NA>
## 2774 oakland california <NA>
## 2775 san francisco california doesn't have kids, but wants them
## 2776 san mateo california doesn't have kids, and doesn't want any
## 2777 san francisco california <NA>
## 2778 san francisco california doesn't want kids
## 2779 san francisco california <NA>
## 2780 san francisco california <NA>
## 2781 burlingame california <NA>
## 2782 san francisco california doesn't have kids, and doesn't want any
## 2783 castro valley california <NA>
## 2784 san francisco california doesn't want kids
## 2785 san francisco california <NA>
## 2786 san francisco california <NA>
## 2787 san francisco california <NA>
## 2788 san francisco california <NA>
## 2789 san francisco california doesn't have kids
## 2790 san francisco california doesn't have kids, but might want them
## 2791 berkeley california doesn't have kids
## 2792 south san francisco california <NA>
## 2793 south san francisco california doesn't have kids
## 2794 san francisco california <NA>
## 2795 oakland california doesn't want kids
## 2796 san francisco california <NA>
## 2797 san mateo california <NA>
## 2798 san francisco california <NA>
## 2799 san leandro california doesn't have kids
## 2800 oakland california doesn't have kids, but wants them
## 2801 hayward california doesn't have kids, but wants them
## 2802 oakland california <NA>
## 2803 emeryville california <NA>
## 2804 berkeley california has kids
## 2805 berkeley california <NA>
## 2806 san francisco california doesn't have kids
## 2807 san francisco california <NA>
## 2808 san francisco california <NA>
## 2809 san francisco california <NA>
## 2810 oakland california doesn't have kids, but wants them
## 2811 san francisco california doesn't want kids
## 2812 san francisco california <NA>
## 2813 south san francisco california <NA>
## 2814 daly city california <NA>
## 2815 san francisco california doesn't have kids
## 2816 san francisco california <NA>
## 2817 san francisco california has a kid
## 2818 san francisco california <NA>
## 2819 san francisco california <NA>
## 2820 new york new york <NA>
## 2821 san francisco california <NA>
## 2822 san francisco california has kids
## 2823 san francisco california doesn't have kids, and doesn't want any
## 2824 corte madera california <NA>
## 2825 walnut creek california has kids
## 2826 san francisco california <NA>
## 2827 san francisco california <NA>
## 2828 san francisco california <NA>
## 2829 san mateo california doesn't have kids, and doesn't want any
## 2830 san francisco california doesn't have kids, and doesn't want any
## 2831 san francisco california doesn't have kids, but wants them
## 2832 san francisco california <NA>
## 2833 san francisco california <NA>
## 2834 palo alto california doesn't have kids, but wants them
## 2835 san francisco california <NA>
## 2836 san francisco california <NA>
## 2837 oakland california doesn't want kids
## 2838 san francisco california doesn't have kids
## 2839 san francisco california doesn't want kids
## 2840 pinole california doesn't have kids
## 2841 oakland california has kids, but doesn't want more
## 2842 el cerrito california doesn't have kids, but might want them
## 2843 san anselmo california doesn't want kids
## 2844 berkeley california <NA>
## 2845 san francisco california <NA>
## 2846 oakland california doesn't have kids, and doesn't want any
## 2847 san francisco california <NA>
## 2848 san francisco california doesn't have kids, but might want them
## 2849 pacifica california has kids
## 2850 half moon bay california has a kid
## 2851 palo alto california doesn't have kids, but wants them
## 2852 san francisco california <NA>
## 2853 oakland california has kids
## 2854 berkeley california doesn't have kids
## 2855 walnut creek california <NA>
## 2856 san francisco california has a kid, and wants more
## 2857 san francisco california <NA>
## 2858 vallejo california has a kid
## 2859 san francisco california <NA>
## 2860 palo alto california <NA>
## 2861 lafayette california <NA>
## 2862 pleasant hill california <NA>
## 2863 san francisco california wants kids
## 2864 berkeley california <NA>
## 2865 oakland california <NA>
## 2866 redwood city california has a kid
## 2867 san francisco california <NA>
## 2868 oakland california doesn't want kids
## 2869 san francisco california <NA>
## 2870 san francisco california doesn't have kids
## 2871 san francisco california <NA>
## 2872 san francisco california <NA>
## 2873 san francisco california doesn't have kids, but wants them
## 2874 san francisco california doesn't have kids, and doesn't want any
## 2875 moraga california doesn't want kids
## 2876 san francisco california doesn't have kids
## 2877 san francisco california doesn't have kids
## 2878 san francisco california <NA>
## 2879 san francisco california <NA>
## 2880 belmont california has kids
## 2881 san francisco california <NA>
## 2882 san francisco california doesn't have kids, but wants them
## 2883 san francisco california <NA>
## 2884 san francisco california <NA>
## 2885 san francisco california doesn't have kids
## 2886 el cerrito california <NA>
## 2887 berkeley california <NA>
## 2888 albany california has a kid
## 2889 san francisco california has kids
## 2890 oakland california doesn't have kids, but might want them
## 2891 mill valley california <NA>
## 2892 san francisco california doesn't have kids, but might want them
## 2893 san francisco california doesn't have kids
## 2894 larkspur california <NA>
## 2895 san francisco california <NA>
## 2896 san francisco california doesn't have kids, but might want them
## 2897 daly city california <NA>
## 2898 san francisco california <NA>
## 2899 san francisco california <NA>
## 2900 redwood city california doesn't have kids, but wants them
## 2901 benicia california doesn't have kids, but might want them
## 2902 fairfax california has a kid
## 2903 san francisco california <NA>
## 2904 san francisco california <NA>
## 2905 san francisco california <NA>
## 2906 oakland california doesn't want kids
## 2907 san francisco california doesn't have kids, but wants them
## 2908 san francisco california doesn't have kids
## 2909 berkeley california doesn't have kids
## 2910 palo alto california <NA>
## 2911 san francisco california <NA>
## 2912 palo alto california <NA>
## 2913 oakland california <NA>
## 2914 san francisco california <NA>
## 2915 el cerrito california doesn't have kids
## 2916 benicia california <NA>
## 2917 hayward california doesn't have kids, and doesn't want any
## 2918 san francisco california <NA>
## 2919 el cerrito california <NA>
## 2920 san francisco california <NA>
## 2921 oakland california doesn't have kids, but might want them
## 2922 san francisco california <NA>
## 2923 san mateo california <NA>
## 2924 oakland california <NA>
## 2925 berkeley california doesn't have kids, but wants them
## 2926 novato california <NA>
## 2927 san francisco california might want kids
## 2928 emeryville california <NA>
## 2929 oakland california <NA>
## 2930 san francisco california <NA>
## 2931 oakland california <NA>
## 2932 san francisco california <NA>
## 2933 san francisco california <NA>
## 2934 san francisco california doesn't have kids
## 2935 san francisco california <NA>
## 2936 san francisco california <NA>
## 2937 richmond california <NA>
## 2938 berkeley california <NA>
## 2939 alameda california <NA>
## 2940 san francisco california <NA>
## 2941 san francisco california doesn't want kids
## 2942 castro valley california doesn't have kids, but might want them
## 2943 san francisco california <NA>
## 2944 menlo park california has kids
## 2945 berkeley california doesn't have kids, but wants them
## 2946 san anselmo california has a kid
## 2947 berkeley california doesn't have kids
## 2948 oakland california <NA>
## 2949 san francisco california doesn't have kids, but wants them
## 2950 san francisco california <NA>
## 2951 san francisco california doesn't have kids
## 2952 san francisco california doesn't have kids
## 2953 richmond california doesn't have kids
## 2954 san francisco california doesn't have kids
## 2955 san francisco california <NA>
## 2956 berkeley california doesn't have kids
## 2957 san francisco california doesn't have kids
## 2958 san rafael california <NA>
## 2959 oakland california has a kid
## 2960 oakland california <NA>
## 2961 san francisco california doesn't have kids
## 2962 hayward california <NA>
## 2963 palo alto california doesn't want kids
## 2964 san francisco california <NA>
## 2965 san francisco california doesn't want kids
## 2966 hayward california doesn't have kids, and doesn't want any
## 2967 richmond california <NA>
## 2968 vallejo california has kids, but doesn't want more
## 2969 oakland california <NA>
## 2970 oakland california doesn't have kids
## 2971 san francisco california doesn't have kids, but wants them
## 2972 berkeley california doesn't have kids, but might want them
## 2973 san francisco california <NA>
## 2974 berkeley california <NA>
## 2975 san francisco california <NA>
## 2976 green brae california <NA>
## 2977 el cerrito california <NA>
## 2978 san francisco california <NA>
## 2979 atherton california doesn't have kids, but might want them
## 2980 emeryville california doesn't have kids
## 2981 san francisco california <NA>
## 2982 san francisco california <NA>
## 2983 san francisco california <NA>
## 2984 oakland california doesn't have kids
## 2985 oakland california doesn't have kids
## 2986 san francisco california <NA>
## 2987 oakland california <NA>
## 2988 alameda california <NA>
## 2989 san francisco california <NA>
## 2990 san francisco california doesn't have kids
## 2991 berkeley california <NA>
## 2992 martinez california doesn't have kids
## 2993 palo alto california <NA>
## 2994 san francisco california <NA>
## 2995 san francisco california doesn't have kids
## 2996 corte madera california might want kids
## 2997 berkeley california <NA>
## 2998 san francisco california <NA>
## 2999 san francisco california doesn't have kids
## 3000 san francisco california <NA>
## 3001 san francisco california <NA>
## 3002 san francisco california <NA>
## 3003 san francisco california doesn't have kids
## 3004 berkeley california <NA>
## 3005 san francisco california <NA>
## 3006 stanford california <NA>
## 3007 san francisco california <NA>
## 3008 san francisco california doesn't have kids, but wants them
## 3009 san francisco california <NA>
## 3010 san francisco california <NA>
## 3011 san francisco california <NA>
## 3012 san francisco california has a kid
## 3013 berkeley california wants kids
## 3014 san francisco california doesn't have kids, but might want them
## 3015 ross california <NA>
## 3016 el cerrito california <NA>
## 3017 san francisco california <NA>
## 3018 alameda california has a kid
## 3019 hayward california <NA>
## 3020 san francisco california <NA>
## 3021 san francisco california <NA>
## 3022 san francisco california <NA>
## 3023 san francisco california <NA>
## 3024 san francisco california <NA>
## 3025 alameda california <NA>
## 3026 oakland california <NA>
## 3027 san francisco california doesn't have kids, and doesn't want any
## 3028 san francisco california <NA>
## 3029 san francisco california <NA>
## 3030 san francisco california <NA>
## 3031 san francisco california <NA>
## 3032 san francisco california <NA>
## 3033 san francisco california doesn't have kids
## 3034 san francisco california doesn't have kids, but wants them
## 3035 berkeley california <NA>
## 3036 san francisco california has a kid, but doesn't want more
## 3037 menlo park california doesn't have kids
## 3038 san francisco california doesn't have kids
## 3039 berkeley california has kids
## 3040 oakland california doesn't have kids
## 3041 san francisco california doesn't have kids
## 3042 oakland california doesn't have kids
## 3043 san francisco california <NA>
## 3044 san francisco california has kids
## 3045 berkeley california has kids
## 3046 san francisco california <NA>
## 3047 san francisco california <NA>
## 3048 san francisco california <NA>
## 3049 daly city california <NA>
## 3050 berkeley california doesn't have kids
## 3051 san francisco california <NA>
## 3052 san francisco california doesn't want kids
## 3053 san francisco california doesn't have kids, but might want them
## 3054 san francisco california <NA>
## 3055 san francisco california doesn't have kids
## 3056 san francisco california doesn't have kids, but wants them
## 3057 hayward california <NA>
## 3058 berkeley california <NA>
## 3059 richmond california <NA>
## 3060 berkeley california <NA>
## 3061 san francisco california <NA>
## 3062 san francisco california <NA>
## 3063 emeryville california doesn't have kids, but might want them
## 3064 san francisco california doesn't have kids, but might want them
## 3065 san francisco california <NA>
## 3066 stanford california <NA>
## 3067 san francisco california <NA>
## 3068 san francisco california <NA>
## 3069 emeryville california doesn't have kids
## 3070 vallejo california has kids, and might want more
## 3071 san francisco california <NA>
## 3072 san francisco california doesn't have kids
## 3073 oakland california <NA>
## 3074 oakland california <NA>
## 3075 san francisco california <NA>
## 3076 san francisco california doesn't have kids
## 3077 san francisco california <NA>
## 3078 san francisco california doesn't have kids, but might want them
## 3079 oakland california <NA>
## 3080 mountain view california <NA>
## 3081 richmond california <NA>
## 3082 oakland california doesn't have kids, but might want them
## 3083 oakland california <NA>
## 3084 san francisco california <NA>
## 3085 san francisco california <NA>
## 3086 oakland california <NA>
## 3087 san francisco california doesn't have kids, but wants them
## 3088 san francisco california doesn't have kids
## 3089 el cerrito california has kids
## 3090 san francisco california <NA>
## 3091 oakland california doesn't want kids
## 3092 san pablo california doesn't have kids, but wants them
## 3093 san francisco california <NA>
## 3094 san mateo california <NA>
## 3095 san francisco california <NA>
## 3096 berkeley california <NA>
## 3097 oakland california <NA>
## 3098 berkeley california doesn't want kids
## 3099 oakland california <NA>
## 3100 san mateo california <NA>
## 3101 menlo park california doesn't have kids
## 3102 menlo park california doesn't want kids
## 3103 south san francisco california doesn't have kids
## 3104 san francisco california <NA>
## 3105 san francisco california doesn't have kids, but wants them
## 3106 san francisco california <NA>
## 3107 san francisco california doesn't have kids, but wants them
## 3108 san francisco california doesn't have kids, but wants them
## 3109 oakland california has a kid
## 3110 san francisco california <NA>
## 3111 oakland california <NA>
## 3112 san francisco california <NA>
## 3113 san francisco california doesn't have kids, but might want them
## 3114 walnut creek california doesn't have kids, but wants them
## 3115 san francisco california doesn't have kids
## 3116 mill valley california <NA>
## 3117 san rafael california <NA>
## 3118 san francisco california doesn't want kids
## 3119 daly city california doesn't have kids
## 3120 san francisco california <NA>
## 3121 san francisco california <NA>
## 3122 san francisco california doesn't have kids
## 3123 san francisco california doesn't have kids, but wants them
## 3124 palo alto california doesn't have kids
## 3125 oakland california <NA>
## 3126 san francisco california doesn't have kids, but wants them
## 3127 san leandro california <NA>
## 3128 berkeley california <NA>
## 3129 san leandro california doesn't have kids
## 3130 san mateo california <NA>
## 3131 san francisco california <NA>
## 3132 san francisco california <NA>
## 3133 san francisco california doesn't have kids
## 3134 albany california has a kid
## 3135 oakland california <NA>
## 3136 oakland california <NA>
## 3137 san francisco california <NA>
## 3138 berkeley california doesn't have kids
## 3139 san francisco california doesn't have kids, but might want them
## 3140 san francisco california doesn't have kids
## 3141 san rafael california <NA>
## 3142 green brae california doesn't have kids
## 3143 oakland california <NA>
## 3144 san francisco california <NA>
## 3145 san francisco california <NA>
## 3146 san francisco california doesn't have kids
## 3147 san francisco california doesn't have kids, but might want them
## 3148 san francisco california doesn't have kids
## 3149 sausalito california <NA>
## 3150 oakland california <NA>
## 3151 burlingame california <NA>
## 3152 san francisco california <NA>
## 3153 san francisco california <NA>
## 3154 alameda california doesn't have kids
## 3155 oakland california <NA>
## 3156 san francisco california <NA>
## 3157 san francisco california doesn't have kids
## 3158 san francisco california doesn't have kids
## 3159 san francisco california <NA>
## 3160 walnut creek california doesn't have kids
## 3161 san francisco california doesn't have kids, but might want them
## 3162 san francisco california doesn't have kids, but wants them
## 3163 sausalito california <NA>
## 3164 san francisco california <NA>
## 3165 oakland california doesn't have kids, but might want them
## 3166 san francisco california <NA>
## 3167 san francisco california <NA>
## 3168 san francisco california <NA>
## 3169 san francisco california doesn't have kids, but might want them
## 3170 oakland california doesn't have kids, but wants them
## 3171 san francisco california doesn't have kids
## 3172 san francisco california <NA>
## 3173 albany california <NA>
## 3174 san francisco california <NA>
## 3175 oakland california <NA>
## 3176 mill valley california <NA>
## 3177 oakland california <NA>
## 3178 san francisco california <NA>
## 3179 san francisco california doesn't have kids, and doesn't want any
## 3180 daly city california <NA>
## 3181 san rafael california <NA>
## 3182 san francisco california doesn't have kids
## 3183 redwood city california doesn't have kids, and doesn't want any
## 3184 san francisco california <NA>
## 3185 redwood city california <NA>
## 3186 san francisco california <NA>
## 3187 burlingame california <NA>
## 3188 san francisco california doesn't want kids
## 3189 redwood city california <NA>
## 3190 moraga california has kids
## 3191 san francisco california doesn't have kids, but wants them
## 3192 san francisco california doesn't have kids, but wants them
## 3193 oakland california <NA>
## 3194 berkeley california <NA>
## 3195 vallejo california <NA>
## 3196 san francisco california has a kid
## 3197 san francisco california doesn't have kids
## 3198 san francisco california doesn't have kids, but wants them
## 3199 green brae california doesn't have kids, and doesn't want any
## 3200 oakland california <NA>
## 3201 san francisco california doesn't have kids, but might want them
## 3202 oakland california <NA>
## 3203 san francisco california <NA>
## 3204 san francisco california <NA>
## 3205 berkeley california <NA>
## 3206 sausalito california <NA>
## 3207 san francisco california <NA>
## 3208 san francisco california <NA>
## 3209 pacifica california has a kid
## 3210 san rafael california doesn't have kids, and doesn't want any
## 3211 san francisco california <NA>
## 3212 san francisco california doesn't have kids
## 3213 berkeley california doesn't have kids
## 3214 oakland california has a kid
## 3215 san francisco california doesn't have kids, but wants them
## 3216 san francisco california <NA>
## 3217 berkeley california has a kid
## 3218 san francisco california doesn't have kids
## 3219 san francisco california <NA>
## 3220 san francisco california doesn't have kids
## 3221 hayward california doesn't have kids, but might want them
## 3222 vallejo california <NA>
## 3223 novato california doesn't have kids, but might want them
## 3224 oakland california doesn't want kids
## 3225 san francisco california doesn't have kids, but wants them
## 3226 san francisco california <NA>
## 3227 walnut creek california doesn't have kids
## 3228 san francisco california <NA>
## 3229 san francisco california <NA>
## 3230 oakland california <NA>
## 3231 san francisco california doesn't have kids
## 3232 san francisco california <NA>
## 3233 berkeley california has a kid
## 3234 burlingame california wants kids
## 3235 san francisco california <NA>
## 3236 san francisco california <NA>
## 3237 el cerrito california doesn't have kids
## 3238 san francisco california <NA>
## 3239 emeryville california <NA>
## 3240 oakland california doesn't have kids, but wants them
## 3241 san francisco california doesn't have kids, and doesn't want any
## 3242 san leandro california <NA>
## 3243 san rafael california has kids
## 3244 vallejo california <NA>
## 3245 berkeley california doesn't have kids, but might want them
## 3246 san francisco california <NA>
## 3247 hayward california doesn't have kids, but wants them
## 3248 oakland california <NA>
## 3249 san francisco california <NA>
## 3250 palo alto california doesn't have kids, and doesn't want any
## 3251 san francisco california <NA>
## 3252 orinda california <NA>
## 3253 san francisco california <NA>
## 3254 san mateo california has a kid
## 3255 san francisco california <NA>
## 3256 san francisco california <NA>
## 3257 berkeley california <NA>
## 3258 san francisco california doesn't have kids
## 3259 alameda california <NA>
## 3260 san francisco california <NA>
## 3261 berkeley california <NA>
## 3262 berkeley california <NA>
## 3263 san francisco california doesn't have kids
## 3264 san francisco california <NA>
## 3265 san francisco california <NA>
## 3266 san francisco california <NA>
## 3267 berkeley california <NA>
## 3268 berkeley california <NA>
## 3269 san francisco california <NA>
## 3270 berkeley california <NA>
## 3271 san francisco california <NA>
## 3272 san francisco california <NA>
## 3273 san francisco california <NA>
## 3274 east palo alto california <NA>
## 3275 berkeley california doesn't have kids
## 3276 oakland california <NA>
## 3277 redwood city california doesn't have kids
## 3278 san francisco california <NA>
## 3279 san francisco california doesn't have kids, but might want them
## 3280 palo alto california <NA>
## 3281 san francisco california doesn't have kids
## 3282 san francisco california doesn't have kids
## 3283 oakland california <NA>
## 3284 san francisco california <NA>
## 3285 san francisco california <NA>
## 3286 san francisco california <NA>
## 3287 san francisco california <NA>
## 3288 san francisco california <NA>
## 3289 oakland california doesn't have kids
## 3290 san francisco california <NA>
## 3291 hayward california doesn't have kids
## 3292 menlo park california doesn't have kids
## 3293 san francisco california <NA>
## 3294 san francisco california <NA>
## 3295 san francisco california <NA>
## 3296 martinez california has a kid
## 3297 san francisco california <NA>
## 3298 san francisco california <NA>
## 3299 south san francisco california <NA>
## 3300 mountain view california <NA>
## 3301 pacifica california doesn't have kids
## 3302 castro valley california <NA>
## 3303 san francisco california <NA>
## 3304 oakland california <NA>
## 3305 san francisco california doesn't have kids
## 3306 san quentin california <NA>
## 3307 berkeley california doesn't have kids
## 3308 san francisco california <NA>
## 3309 san francisco california doesn't want kids
## 3310 emeryville california doesn't have kids
## 3311 el sobrante california doesn't have kids, but might want them
## 3312 richmond california doesn't have kids
## 3313 oakland california <NA>
## 3314 san francisco california <NA>
## 3315 san rafael california <NA>
## 3316 pleasant hill california <NA>
## 3317 san francisco california <NA>
## 3318 oakland california <NA>
## 3319 oakland california doesn't have kids, but might want them
## 3320 berkeley california <NA>
## 3321 san francisco california <NA>
## 3322 pacifica california <NA>
## 3323 san francisco california <NA>
## 3324 san francisco california <NA>
## 3325 san francisco california <NA>
## 3326 san francisco california <NA>
## 3327 san francisco california <NA>
## 3328 san carlos california <NA>
## 3329 alameda california has a kid
## 3330 menlo park california <NA>
## 3331 san carlos california <NA>
## 3332 alameda california <NA>
## 3333 san francisco california <NA>
## 3334 san francisco california <NA>
## 3335 oakland california <NA>
## 3336 san francisco california doesn't have kids
## 3337 oakland california <NA>
## 3338 palo alto california <NA>
## 3339 san francisco california <NA>
## 3340 hercules california doesn't have kids
## 3341 walnut creek california <NA>
## 3342 san francisco california doesn't have kids
## 3343 san francisco california <NA>
## 3344 san rafael california <NA>
## 3345 san francisco california <NA>
## 3346 oakland california <NA>
## 3347 palo alto california doesn't want kids
## 3348 san francisco california <NA>
## 3349 san francisco california <NA>
## 3350 oakland california doesn't want kids
## 3351 san francisco california <NA>
## 3352 san francisco california <NA>
## 3353 albany california <NA>
## 3354 pleasant hill california <NA>
## 3355 san francisco california <NA>
## 3356 san bruno california doesn't have kids
## 3357 san francisco california <NA>
## 3358 san mateo california has a kid
## 3359 palo alto california <NA>
## 3360 san francisco california <NA>
## 3361 san francisco california <NA>
## 3362 san francisco california <NA>
## 3363 san francisco california <NA>
## 3364 san francisco california <NA>
## 3365 san francisco california <NA>
## 3366 san francisco california <NA>
## 3367 stanford california <NA>
## 3368 san francisco california <NA>
## 3369 san francisco california doesn't have kids
## 3370 san francisco california <NA>
## 3371 belmont california doesn't have kids
## 3372 san francisco california <NA>
## 3373 san francisco california <NA>
## 3374 san francisco california doesn't have kids, but wants them
## 3375 berkeley california doesn't have kids, but might want them
## 3376 redwood city california <NA>
## 3377 san francisco california <NA>
## 3378 oakland california <NA>
## 3379 san francisco california <NA>
## 3380 oakland california <NA>
## 3381 san francisco california doesn't have kids, but might want them
## 3382 san francisco california doesn't have kids
## 3383 san francisco california <NA>
## 3384 mill valley california has kids
## 3385 san francisco california doesn't have kids, and doesn't want any
## 3386 stanford california doesn't have kids
## 3387 corte madera california <NA>
## 3388 oakland california <NA>
## 3389 san francisco california <NA>
## 3390 san francisco california doesn't have kids, but might want them
## 3391 pinole california <NA>
## 3392 san francisco california doesn't want kids
## 3393 san francisco california <NA>
## 3394 berkeley california <NA>
## 3395 oakland california <NA>
## 3396 palo alto california doesn't have kids, but wants them
## 3397 berkeley california <NA>
## 3398 san francisco california <NA>
## 3399 san francisco california <NA>
## 3400 oakland california <NA>
## 3401 san francisco california <NA>
## 3402 san francisco california doesn't want kids
## 3403 oakland california doesn't have kids, but might want them
## 3404 san francisco california doesn't have kids
## 3405 san francisco california <NA>
## 3406 oakland california <NA>
## 3407 hayward california doesn't have kids
## 3408 berkeley california <NA>
## 3409 san francisco california <NA>
## 3410 berkeley california <NA>
## 3411 san francisco california <NA>
## 3412 berkeley california <NA>
## 3413 san mateo california doesn't have kids
## 3414 san francisco california <NA>
## 3415 oakland california has kids
## 3416 san francisco california doesn't have kids, but wants them
## 3417 stanford california <NA>
## 3418 alameda california <NA>
## 3419 fairfax california <NA>
## 3420 oakland california has a kid
## 3421 san rafael california has kids
## 3422 san francisco california <NA>
## 3423 palo alto california <NA>
## 3424 san francisco california doesn't have kids, but might want them
## 3425 san francisco california <NA>
## 3426 oakland california <NA>
## 3427 san francisco california <NA>
## 3428 san francisco california <NA>
## 3429 san francisco california doesn't have kids, but might want them
## 3430 san francisco california <NA>
## 3431 san francisco california <NA>
## 3432 oakland california doesn't have kids
## 3433 berkeley california doesn't have kids
## 3434 emeryville california <NA>
## 3435 san rafael california doesn't have kids, and doesn't want any
## 3436 san francisco california <NA>
## 3437 oakland california <NA>
## 3438 daly city california doesn't have kids, but might want them
## 3439 san francisco california <NA>
## 3440 oakland california <NA>
## 3441 alameda california <NA>
## 3442 oakland california doesn't have kids
## 3443 daly city california <NA>
## 3444 redwood city california doesn't have kids
## 3445 menlo park california has a kid
## 3446 burlingame california <NA>
## 3447 oakland california <NA>
## 3448 san francisco california doesn't have kids, but might want them
## 3449 san francisco california <NA>
## 3450 san mateo california <NA>
## 3451 alameda california <NA>
## 3452 san francisco california <NA>
## 3453 san francisco california doesn't have kids
## 3454 burlingame california <NA>
## 3455 belmont california doesn't have kids
## 3456 south san francisco california <NA>
## 3457 san francisco california <NA>
## 3458 san francisco california doesn't have kids, but wants them
## 3459 oakland california <NA>
## 3460 san francisco california doesn't have kids
## 3461 san francisco california <NA>
## 3462 san francisco california doesn't have kids, and doesn't want any
## 3463 san francisco california <NA>
## 3464 daly city california <NA>
## 3465 green brae california doesn't have kids, and doesn't want any
## 3466 pacifica california has a kid
## 3467 walnut creek california has kids
## 3468 san bruno california doesn't have kids, but might want them
## 3469 san francisco california doesn't have kids, but might want them
## 3470 san francisco california has a kid
## 3471 castro valley california has kids, and wants more
## 3472 san anselmo california <NA>
## 3473 atherton california <NA>
## 3474 san francisco california <NA>
## 3475 san leandro california <NA>
## 3476 san francisco california <NA>
## 3477 san mateo california <NA>
## 3478 alameda california <NA>
## 3479 san francisco california <NA>
## 3480 redwood city california doesn't want kids
## 3481 fairfax california doesn't have kids, but might want them
## 3482 san mateo california <NA>
## 3483 daly city california <NA>
## 3484 san francisco california <NA>
## 3485 san francisco california <NA>
## 3486 san francisco california doesn't have kids
## 3487 san francisco california <NA>
## 3488 hayward california has kids, and might want more
## 3489 san francisco california <NA>
## 3490 oakland california <NA>
## 3491 san francisco california <NA>
## 3492 oakland california <NA>
## 3493 south san francisco california <NA>
## 3494 san francisco california <NA>
## 3495 san francisco california <NA>
## 3496 san francisco california doesn't have kids
## 3497 oakland california <NA>
## 3498 pinole california has a kid, and might want more
## 3499 pleasant hill california <NA>
## 3500 san francisco california <NA>
## 3501 san francisco california doesn't have kids, but wants them
## 3502 san mateo california <NA>
## 3503 san francisco california <NA>
## 3504 san francisco california <NA>
## 3505 redwood city california doesn't have kids, but might want them
## 3506 san francisco california <NA>
## 3507 san francisco california <NA>
## 3508 berkeley california has a kid
## 3509 san francisco california <NA>
## 3510 san francisco california doesn't have kids, but wants them
## 3511 hayward california doesn't have kids, but wants them
## 3512 alameda california <NA>
## 3513 san francisco california has kids, but doesn't want more
## 3514 san francisco california <NA>
## 3515 burlingame california <NA>
## 3516 berkeley california <NA>
## 3517 redwood city california doesn't have kids
## 3518 oakland california might want kids
## 3519 san bruno california <NA>
## 3520 vallejo california <NA>
## 3521 san francisco california <NA>
## 3522 berkeley california <NA>
## 3523 san francisco california doesn't want kids
## 3524 san francisco california <NA>
## 3525 alameda california doesn't have kids, but might want them
## 3526 san francisco california <NA>
## 3527 san francisco california doesn't have kids, but wants them
## 3528 san francisco california doesn't have kids, but might want them
## 3529 san francisco california <NA>
## 3530 emeryville california <NA>
## 3531 san francisco california doesn't have kids, but wants them
## 3532 fremont california <NA>
## 3533 san francisco california <NA>
## 3534 san francisco california <NA>
## 3535 san francisco california <NA>
## 3536 san francisco california <NA>
## 3537 hayward california doesn't have kids, but might want them
## 3538 san francisco california <NA>
## 3539 walnut creek california <NA>
## 3540 berkeley california <NA>
## 3541 castro valley california <NA>
## 3542 mountain view california doesn't have kids
## 3543 alameda california doesn't have kids, but might want them
## 3544 san francisco california doesn't want kids
## 3545 oakland california <NA>
## 3546 san francisco california doesn't want kids
## 3547 burlingame california <NA>
## 3548 oakland california doesn't have kids, but might want them
## 3549 san mateo california <NA>
## 3550 san francisco california <NA>
## 3551 oakland california doesn't have kids, but might want them
## 3552 san francisco california doesn't have kids
## 3553 san francisco california doesn't have kids
## 3554 san francisco california <NA>
## 3555 san francisco california <NA>
## 3556 san francisco california <NA>
## 3557 san francisco california <NA>
## 3558 san francisco california <NA>
## 3559 san francisco california doesn't have kids
## 3560 oakland california <NA>
## 3561 stanford california doesn't have kids
## 3562 san francisco california doesn't have kids, but might want them
## 3563 oakland california doesn't have kids, but wants them
## 3564 san francisco california doesn't have kids
## 3565 oakland california <NA>
## 3566 san francisco california <NA>
## 3567 san rafael california doesn't have kids, but wants them
## 3568 san anselmo california has kids
## 3569 palo alto california <NA>
## 3570 richmond california <NA>
## 3571 san francisco california <NA>
## 3572 san francisco california doesn't have kids, but might want them
## 3573 alameda california doesn't have kids
## 3574 lafayette california has a kid
## 3575 hayward california doesn't have kids, but wants them
## 3576 san francisco california has kids, but doesn't want more
## 3577 san francisco california <NA>
## 3578 mill valley california has kids, but doesn't want more
## 3579 san francisco california <NA>
## 3580 oakland california doesn't have kids, but might want them
## 3581 san francisco california <NA>
## 3582 san francisco california doesn't have kids
## 3583 san francisco california <NA>
## 3584 san francisco california doesn't have kids, but might want them
## 3585 martinez california doesn't have kids
## 3586 oakland california doesn't have kids, but wants them
## 3587 burlingame california <NA>
## 3588 oakland california <NA>
## 3589 san francisco california doesn't have kids, but might want them
## 3590 fairfax california <NA>
## 3591 san francisco california doesn't have kids
## 3592 belvedere tiburon california doesn't have kids
## 3593 san francisco california doesn't have kids, but might want them
## 3594 berkeley california <NA>
## 3595 san francisco california doesn't have kids, but might want them
## 3596 montara california doesn't have kids, but wants them
## 3597 oakland california <NA>
## 3598 oakland california <NA>
## 3599 oakland california doesn't have kids
## 3600 san francisco california <NA>
## 3601 san francisco california <NA>
## 3602 san francisco california <NA>
## 3603 san francisco california doesn't have kids
## 3604 san francisco california <NA>
## 3605 san francisco california doesn't have kids, but wants them
## 3606 san francisco california <NA>
## 3607 daly city california <NA>
## 3608 berkeley california doesn't want kids
## 3609 san francisco california has a kid, but doesn't want more
## 3610 san francisco california doesn't have kids, but might want them
## 3611 walnut creek california <NA>
## 3612 palo alto california doesn't have kids, but might want them
## 3613 millbrae california has a kid
## 3614 san bruno california doesn't have kids, but wants them
## 3615 berkeley california has kids
## 3616 walnut creek california <NA>
## 3617 san francisco california <NA>
## 3618 san mateo california <NA>
## 3619 san francisco california doesn't have kids, but wants them
## 3620 emeryville california <NA>
## 3621 san francisco california doesn't have kids, but might want them
## 3622 san francisco california doesn't want kids
## 3623 san francisco california <NA>
## 3624 oakland california has kids
## 3625 san rafael california doesn't want kids
## 3626 san francisco california doesn't have kids
## 3627 alameda california doesn't have kids
## 3628 berkeley california doesn't have kids, but might want them
## 3629 san francisco california has kids
## 3630 oakland california <NA>
## 3631 san francisco california <NA>
## 3632 oakland california doesn't have kids
## 3633 san francisco california <NA>
## 3634 san francisco california has kids
## 3635 oakland california <NA>
## 3636 san francisco california doesn't have kids
## 3637 san francisco california <NA>
## 3638 oakland california <NA>
## 3639 oakland california <NA>
## 3640 san francisco california <NA>
## 3641 san francisco california <NA>
## 3642 san leandro california doesn't have kids
## 3643 burlingame california <NA>
## 3644 emeryville california doesn't have kids, but wants them
## 3645 san francisco california doesn't want kids
## 3646 corte madera california <NA>
## 3647 san francisco california <NA>
## 3648 burlingame california <NA>
## 3649 san francisco california <NA>
## 3650 san francisco california <NA>
## 3651 oakland california <NA>
## 3652 richmond california <NA>
## 3653 san francisco california doesn't have kids, but wants them
## 3654 san francisco california doesn't have kids
## 3655 castro valley california doesn't have kids, but wants them
## 3656 berkeley california doesn't have kids
## 3657 sausalito california <NA>
## 3658 san francisco california <NA>
## 3659 san francisco california has a kid, but doesn't want more
## 3660 san mateo california <NA>
## 3661 novato california <NA>
## 3662 oakland california doesn't have kids
## 3663 san francisco california <NA>
## 3664 san francisco california <NA>
## 3665 san rafael california doesn't have kids, but wants them
## 3666 emeryville california <NA>
## 3667 san francisco california <NA>
## 3668 oakland california <NA>
## 3669 berkeley california <NA>
## 3670 san francisco california <NA>
## 3671 san francisco california <NA>
## 3672 berkeley california has kids
## 3673 south san francisco california doesn't want kids
## 3674 san francisco california <NA>
## 3675 oakland california doesn't have kids
## 3676 berkeley california <NA>
## 3677 berkeley california doesn't want kids
## 3678 berkeley california <NA>
## 3679 san rafael california doesn't want kids
## 3680 berkeley california <NA>
## 3681 san mateo california <NA>
## 3682 san francisco california doesn't have kids
## 3683 san francisco california <NA>
## 3684 alameda california doesn't have kids, and doesn't want any
## 3685 alameda california <NA>
## 3686 oakland california <NA>
## 3687 san francisco california <NA>
## 3688 oakland california <NA>
## 3689 redwood city california doesn't have kids
## 3690 san francisco california doesn't have kids
## 3691 san francisco california <NA>
## 3692 san francisco california <NA>
## 3693 menlo park california has a kid
## 3694 oakland california <NA>
## 3695 san francisco california doesn't have kids, but might want them
## 3696 oakland california <NA>
## 3697 millbrae california doesn't have kids, but wants them
## 3698 vallejo california <NA>
## 3699 san francisco california <NA>
## 3700 san francisco california <NA>
## 3701 san francisco california <NA>
## 3702 berkeley california doesn't have kids, and doesn't want any
## 3703 san francisco california doesn't have kids
## 3704 san francisco california has kids
## 3705 san francisco california <NA>
## 3706 san francisco california doesn't have kids
## 3707 san francisco california <NA>
## 3708 berkeley california <NA>
## 3709 el cerrito california <NA>
## 3710 san francisco california <NA>
## 3711 san francisco california <NA>
## 3712 san francisco california doesn't have kids, but wants them
## 3713 san francisco california <NA>
## 3714 oakland california <NA>
## 3715 berkeley california doesn't have kids, and doesn't want any
## 3716 san francisco california <NA>
## 3717 hayward california <NA>
## 3718 palo alto california <NA>
## 3719 san francisco california <NA>
## 3720 san francisco california doesn't have kids
## 3721 san francisco california doesn't have kids
## 3722 oakland california wants kids
## 3723 emeryville california <NA>
## 3724 san mateo california <NA>
## 3725 san francisco california <NA>
## 3726 alameda california doesn't have kids, but wants them
## 3727 berkeley california <NA>
## 3728 berkeley california <NA>
## 3729 san francisco california <NA>
## 3730 pleasant hill california wants kids
## 3731 san francisco california <NA>
## 3732 san francisco california <NA>
## 3733 san francisco california doesn't have kids
## 3734 san francisco california <NA>
## 3735 san francisco california <NA>
## 3736 mountain view california doesn't have kids
## 3737 berkeley california <NA>
## 3738 san lorenzo california <NA>
## 3739 oakland california <NA>
## 3740 richmond california <NA>
## 3741 san francisco california <NA>
## 3742 daly city california <NA>
## 3743 san francisco california <NA>
## 3744 oakland california doesn't want kids
## 3745 castro valley california doesn't want kids
## 3746 san francisco california doesn't have kids
## 3747 san francisco california <NA>
## 3748 novato california has a kid, and might want more
## 3749 berkeley california doesn't have kids
## 3750 san francisco california <NA>
## 3751 oakland california doesn't have kids
## 3752 san francisco california <NA>
## 3753 oakland california <NA>
## 3754 san francisco california doesn't want kids
## 3755 millbrae california <NA>
## 3756 pleasant hill california <NA>
## 3757 san francisco california <NA>
## 3758 novato california <NA>
## 3759 san francisco california <NA>
## 3760 oakland california <NA>
## 3761 oakland california <NA>
## 3762 san francisco california doesn't have kids
## 3763 san francisco california doesn't have kids
## 3764 oakland california <NA>
## 3765 san francisco california doesn't have kids, and doesn't want any
## 3766 san francisco california doesn't have kids
## 3767 san francisco california <NA>
## 3768 san francisco california <NA>
## 3769 san francisco california <NA>
## 3770 san francisco california <NA>
## 3771 berkeley california <NA>
## 3772 brisbane california doesn't have kids, and doesn't want any
## 3773 berkeley california <NA>
## 3774 san francisco california <NA>
## 3775 san francisco california <NA>
## 3776 pacifica california <NA>
## 3777 palo alto california <NA>
## 3778 berkeley california <NA>
## 3779 redwood city california doesn't have kids
## 3780 south san francisco california <NA>
## 3781 oakland california has a kid
## 3782 palo alto california doesn't have kids
## 3783 oakland california <NA>
## 3784 san francisco california <NA>
## 3785 san francisco california <NA>
## 3786 oakland california doesn't have kids, but wants them
## 3787 san francisco california <NA>
## 3788 berkeley california <NA>
## 3789 san francisco california <NA>
## 3790 san francisco california <NA>
## 3791 mountain view california <NA>
## 3792 san francisco california <NA>
## 3793 san francisco california doesn't want kids
## 3794 daly city california has a kid
## 3795 san francisco california <NA>
## 3796 oakland california <NA>
## 3797 san francisco california <NA>
## 3798 daly city california <NA>
## 3799 oakland california <NA>
## 3800 berkeley california has a kid
## 3801 san francisco california doesn't have kids
## 3802 san francisco california has a kid, and might want more
## 3803 san francisco california <NA>
## 3804 san francisco california doesn't have kids, but wants them
## 3805 san francisco california <NA>
## 3806 san francisco california <NA>
## 3807 palo alto california <NA>
## 3808 san leandro california doesn't want kids
## 3809 san francisco california doesn't want kids
## 3810 walnut creek california doesn't have kids, but wants them
## 3811 san francisco california <NA>
## 3812 san francisco california doesn't have kids
## 3813 richmond california <NA>
## 3814 daly city california doesn't have kids
## 3815 san francisco california <NA>
## 3816 san francisco california <NA>
## 3817 lafayette california doesn't have kids
## 3818 oakland california has a kid, and might want more
## 3819 berkeley california <NA>
## 3820 san francisco california has a kid
## 3821 oakland california <NA>
## 3822 san francisco california <NA>
## 3823 oakland california doesn't have kids, but wants them
## 3824 oakland california <NA>
## 3825 palo alto california <NA>
## 3826 el cerrito california <NA>
## 3827 san francisco california <NA>
## 3828 san bruno california doesn't have kids, but wants them
## 3829 walnut creek california <NA>
## 3830 san francisco california <NA>
## 3831 san francisco california <NA>
## 3832 san francisco california doesn't have kids
## 3833 san francisco california <NA>
## 3834 san francisco california doesn't have kids, but wants them
## 3835 san francisco california <NA>
## 3836 san francisco california doesn't want kids
## 3837 san francisco california <NA>
## 3838 san francisco california doesn't want kids
## 3839 oakland california <NA>
## 3840 san francisco california <NA>
## 3841 oakland california <NA>
## 3842 san francisco california <NA>
## 3843 san francisco california <NA>
## 3844 millbrae california doesn't want kids
## 3845 san mateo california <NA>
## 3846 san francisco california doesn't have kids, but wants them
## 3847 berkeley california <NA>
## 3848 oakland california doesn't have kids, but wants them
## 3849 san francisco california <NA>
## 3850 berkeley california <NA>
## 3851 hayward california <NA>
## 3852 san francisco california doesn't have kids, and doesn't want any
## 3853 novato california doesn't have kids, but wants them
## 3854 san francisco california doesn't have kids, but might want them
## 3855 san francisco california doesn't have kids, but wants them
## 3856 san francisco california <NA>
## 3857 san francisco california <NA>
## 3858 san francisco california <NA>
## 3859 san francisco california doesn't have kids
## 3860 san francisco california <NA>
## 3861 san francisco california <NA>
## 3862 san francisco california <NA>
## 3863 stanford california <NA>
## 3864 berkeley california <NA>
## 3865 san francisco california doesn't have kids
## 3866 san francisco california doesn't have kids, but wants them
## 3867 palo alto california <NA>
## 3868 novato california doesn't have kids
## 3869 san francisco california doesn't have kids
## 3870 san francisco california <NA>
## 3871 san mateo california <NA>
## 3872 albany california <NA>
## 3873 san francisco california <NA>
## 3874 san francisco california doesn't have kids
## 3875 san francisco california <NA>
## 3876 oakland california <NA>
## 3877 oakland california <NA>
## 3878 berkeley california <NA>
## 3879 daly city california doesn't have kids
## 3880 san francisco california <NA>
## 3881 pleasant hill california wants kids
## 3882 san francisco california <NA>
## 3883 san francisco california <NA>
## 3884 san francisco california <NA>
## 3885 san francisco california <NA>
## 3886 berkeley california <NA>
## 3887 oakland california doesn't want kids
## 3888 san francisco california <NA>
## 3889 san francisco california doesn't have kids
## 3890 san francisco california <NA>
## 3891 san francisco california <NA>
## 3892 oakland california <NA>
## 3893 oakland california <NA>
## 3894 san francisco california <NA>
## 3895 san bruno california <NA>
## 3896 berkeley california <NA>
## 3897 daly city california <NA>
## 3898 san francisco california <NA>
## 3899 oakland california <NA>
## 3900 san francisco california <NA>
## 3901 san francisco california <NA>
## 3902 san francisco california <NA>
## 3903 san francisco california <NA>
## 3904 san francisco california <NA>
## 3905 emeryville california doesn't have kids, but might want them
## 3906 sausalito california doesn't have kids, but might want them
## 3907 burlingame california <NA>
## 3908 san francisco california doesn't have kids
## 3909 san francisco california <NA>
## 3910 san francisco california <NA>
## 3911 oakland california doesn't want kids
## 3912 san francisco california doesn't have kids, but might want them
## 3913 belmont california doesn't have kids
## 3914 daly city california doesn't have kids, but wants them
## 3915 emeryville california <NA>
## 3916 oakland california <NA>
## 3917 san francisco california has a kid
## 3918 oakland california <NA>
## 3919 larkspur california has a kid
## 3920 palo alto california has kids
## 3921 san francisco california has kids, but doesn't want more
## 3922 oakland california has a kid, and might want more
## 3923 oakland california <NA>
## 3924 san mateo california <NA>
## 3925 oakland california <NA>
## 3926 san francisco california <NA>
## 3927 san francisco california <NA>
## 3928 san francisco california <NA>
## 3929 san francisco california <NA>
## 3930 richmond california <NA>
## 3931 daly city california doesn't have kids
## 3932 berkeley california has kids, but doesn't want more
## 3933 san francisco california <NA>
## 3934 oakland california <NA>
## 3935 berkeley california <NA>
## 3936 san francisco california <NA>
## 3937 san francisco california <NA>
## 3938 oakland california <NA>
## 3939 daly city california has a kid, but doesn't want more
## 3940 oakland california doesn't want kids
## 3941 san francisco california <NA>
## 3942 san francisco california has a kid
## 3943 oakland california doesn't have kids, but wants them
## 3944 san francisco california <NA>
## 3945 san francisco california <NA>
## 3946 palo alto california <NA>
## 3947 oakland california doesn't have kids
## 3948 san francisco california <NA>
## 3949 alameda california doesn't have kids
## 3950 oakland california doesn't have kids, but wants them
## 3951 san francisco california <NA>
## 3952 oakland california <NA>
## 3953 walnut creek california <NA>
## 3954 san francisco california <NA>
## 3955 san francisco california <NA>
## 3956 oakland california doesn't have kids, and doesn't want any
## 3957 san francisco california doesn't have kids
## 3958 san francisco california <NA>
## 3959 san francisco california <NA>
## 3960 novato california <NA>
## 3961 san francisco california <NA>
## 3962 oakland california <NA>
## 3963 san francisco california <NA>
## 3964 san francisco california <NA>
## 3965 san francisco california <NA>
## 3966 san francisco california <NA>
## 3967 mountain view california <NA>
## 3968 san francisco california <NA>
## 3969 oakland california doesn't have kids
## 3970 san francisco california doesn't have kids, but might want them
## 3971 san francisco california <NA>
## 3972 pinole california <NA>
## 3973 san francisco california doesn't have kids, but might want them
## 3974 oakland california doesn't have kids, but might want them
## 3975 pleasant hill california <NA>
## 3976 mountain view california <NA>
## 3977 san francisco california <NA>
## 3978 san francisco california <NA>
## 3979 san carlos california <NA>
## 3980 san francisco california <NA>
## 3981 berkeley california <NA>
## 3982 oakland california has kids
## 3983 berkeley california <NA>
## 3984 san mateo california <NA>
## 3985 berkeley california <NA>
## 3986 san francisco california <NA>
## 3987 san francisco california doesn't have kids, but might want them
## 3988 oakland california doesn't have kids
## 3989 pacifica california doesn't have kids, but might want them
## 3990 mill valley california has kids
## 3991 san francisco california doesn't have kids, but wants them
## 3992 fairfax california has a kid
## 3993 pacifica california doesn't have kids, but wants them
## 3994 richmond california doesn't have kids
## 3995 san francisco california doesn't have kids, but might want them
## 3996 san francisco california <NA>
## 3997 oakland california <NA>
## 3998 san francisco california doesn't have kids
## 3999 san francisco california <NA>
## 4000 san francisco california <NA>
## 4001 san francisco california doesn't have kids, but wants them
## 4002 mountain view california <NA>
## 4003 oakland california <NA>
## 4004 berkeley california has kids
## 4005 san francisco california <NA>
## 4006 emeryville california <NA>
## 4007 berkeley california <NA>
## 4008 palo alto california doesn't have kids
## 4009 san francisco california <NA>
## 4010 berkeley california <NA>
## 4011 san francisco california has kids
## 4012 oakland california has a kid
## 4013 san francisco california <NA>
## 4014 menlo park california doesn't have kids
## 4015 san francisco california <NA>
## 4016 san francisco california doesn't have kids, but wants them
## 4017 millbrae california <NA>
## 4018 stanford california <NA>
## 4019 san rafael california <NA>
## 4020 berkeley california <NA>
## 4021 oakland california <NA>
## 4022 san francisco california <NA>
## 4023 san francisco california <NA>
## 4024 albany california has kids
## 4025 san francisco california <NA>
## 4026 san francisco california <NA>
## 4027 alameda california <NA>
## 4028 pacifica california <NA>
## 4029 oakland california <NA>
## 4030 san francisco california doesn't have kids, but wants them
## 4031 san francisco california <NA>
## 4032 san francisco california <NA>
## 4033 san francisco california doesn't have kids
## 4034 oakland california doesn't have kids
## 4035 berkeley california <NA>
## 4036 berkeley california doesn't want kids
## 4037 oakland california doesn't want kids
## 4038 san francisco california <NA>
## 4039 pleasant hill california <NA>
## 4040 san francisco california wants kids
## 4041 san francisco california <NA>
## 4042 mountain view california <NA>
## 4043 san rafael california doesn't want kids
## 4044 oakland california doesn't have kids, but might want them
## 4045 san francisco california <NA>
## 4046 san francisco california <NA>
## 4047 san francisco california doesn't have kids, but might want them
## 4048 oakland california <NA>
## 4049 berkeley california <NA>
## 4050 oakland california doesn't have kids, but might want them
## 4051 emeryville california doesn't have kids, but might want them
## 4052 san leandro california <NA>
## 4053 south san francisco california <NA>
## 4054 san mateo california <NA>
## 4055 oakland california might want kids
## 4056 san francisco california doesn't want kids
## 4057 alameda california <NA>
## 4058 san francisco california doesn't have kids, but might want them
## 4059 oakland california <NA>
## 4060 san francisco california doesn't have kids
## 4061 san francisco california <NA>
## 4062 oakland california doesn't want kids
## 4063 oakland california doesn't have kids, but wants them
## 4064 berkeley california <NA>
## 4065 palo alto california <NA>
## 4066 san francisco california <NA>
## 4067 palo alto california doesn't have kids
## 4068 san francisco california doesn't have kids
## 4069 san francisco california <NA>
## 4070 san francisco california <NA>
## 4071 san francisco california doesn't have kids
## 4072 alameda california has a kid
## 4073 san francisco california doesn't have kids
## 4074 san francisco california <NA>
## 4075 oakland california <NA>
## 4076 south san francisco california <NA>
## 4077 san francisco california <NA>
## 4078 san francisco california <NA>
## 4079 san francisco california <NA>
## 4080 san carlos california <NA>
## 4081 san francisco california <NA>
## 4082 oakland california <NA>
## 4083 oakland california <NA>
## 4084 san francisco california <NA>
## 4085 san francisco california <NA>
## 4086 oakland california doesn't have kids, but wants them
## 4087 san francisco california <NA>
## 4088 san francisco california <NA>
## 4089 san francisco california <NA>
## 4090 san francisco california <NA>
## 4091 palo alto california <NA>
## 4092 san francisco california <NA>
## 4093 san francisco california doesn't have kids
## 4094 san francisco california <NA>
## 4095 menlo park california <NA>
## 4096 berkeley california doesn't want kids
## 4097 daly city california doesn't want kids
## 4098 san francisco california <NA>
## 4099 menlo park california <NA>
## 4100 san francisco california <NA>
## 4101 san francisco california doesn't want kids
## 4102 san francisco california <NA>
## 4103 richmond california <NA>
## 4104 san francisco california doesn't have kids
## 4105 san francisco california <NA>
## 4106 san francisco california <NA>
## 4107 foster city california <NA>
## 4108 oakland california <NA>
## 4109 berkeley california doesn't have kids, but might want them
## 4110 san francisco california doesn't have kids, but might want them
## 4111 pacifica california <NA>
## 4112 moraga california doesn't have kids
## 4113 palo alto california <NA>
## 4114 oakland california <NA>
## 4115 san francisco california <NA>
## 4116 san francisco california doesn't want kids
## 4117 san francisco california doesn't have kids
## 4118 oakland california doesn't want kids
## 4119 oakland california <NA>
## 4120 san francisco california doesn't have kids
## 4121 san francisco california doesn't have kids, but might want them
## 4122 stanford california doesn't have kids
## 4123 san francisco california <NA>
## 4124 stanford california <NA>
## 4125 oakland california <NA>
## 4126 daly city california has kids
## 4127 richmond california doesn't have kids, but wants them
## 4128 san carlos california doesn't have kids
## 4129 vallejo california <NA>
## 4130 san francisco california doesn't have kids
## 4131 san francisco california doesn't have kids, and doesn't want any
## 4132 hayward california <NA>
## 4133 burlingame california <NA>
## 4134 san pablo california doesn't have kids, but wants them
## 4135 san francisco california <NA>
## 4136 san francisco california <NA>
## 4137 san francisco california doesn't have kids, but wants them
## 4138 san francisco california <NA>
## 4139 san francisco california doesn't have kids
## 4140 san anselmo california has kids
## 4141 san francisco california doesn't have kids, but wants them
## 4142 san francisco california doesn't have kids, but wants them
## 4143 san francisco california <NA>
## 4144 alameda california doesn't have kids, and doesn't want any
## 4145 san francisco california <NA>
## 4146 alameda california <NA>
## 4147 oakland california doesn't have kids, but wants them
## 4148 novato california <NA>
## 4149 emeryville california <NA>
## 4150 palo alto california <NA>
## 4151 san francisco california <NA>
## 4152 san francisco california doesn't have kids
## 4153 san francisco california doesn't want kids
## 4154 alameda california <NA>
## 4155 san francisco california doesn't have kids
## 4156 san francisco california <NA>
## 4157 san francisco california doesn't have kids, but wants them
## 4158 san francisco california <NA>
## 4159 san francisco california doesn't have kids
## 4160 san anselmo california <NA>
## 4161 san francisco california doesn't want kids
## 4162 san francisco california <NA>
## 4163 san francisco california doesn't want kids
## 4164 oakland california <NA>
## 4165 san francisco california doesn't have kids
## 4166 oakland california <NA>
## pets religion smokes sign
## 1 likes dogs and likes cats agnosticism sometimes gemini
## 2 likes dogs and likes cats agnosticism no cancer
## 3 has cats <NA> no pisces
## 4 likes cats <NA> no pisces
## 5 likes dogs and likes cats <NA> no aquarius
## 6 likes cats atheism no taurus
## 7 likes dogs and likes cats <NA> <NA> virgo
## 8 likes dogs and likes cats christianity no sagittarius
## 9 likes dogs and likes cats christianity when drinking gemini
## 10 likes dogs and likes cats atheism no cancer
## 11 <NA> <NA> yes taurus
## 12 likes cats christianity no leo
## 13 <NA> other <NA> taurus
## 14 has dogs and likes cats christianity no <NA>
## 15 likes dogs and has cats catholicism no taurus
## 16 likes dogs and has cats atheism no aquarius
## 17 likes dogs and likes cats <NA> sometimes pisces
## 18 <NA> <NA> no aries
## 19 likes dogs and likes cats christianity no libra
## 20 likes dogs and likes cats catholicism no pisces
## 21 likes dogs and dislikes cats catholicism no libra
## 22 likes dogs and likes cats catholicism no taurus
## 23 likes dogs and likes cats agnosticism no sagittarius
## 24 likes dogs and likes cats atheism no aquarius
## 25 likes cats other sometimes scorpio
## 26 has dogs <NA> no gemini
## 27 likes dogs and dislikes cats catholicism trying to quit leo
## 28 has dogs and dislikes cats agnosticism no leo
## 29 likes dogs and likes cats atheism no <NA>
## 30 <NA> agnosticism no leo
## 31 <NA> agnosticism trying to quit gemini
## 32 likes dogs atheism no <NA>
## 33 <NA> christianity no libra
## 34 has dogs and likes cats <NA> no cancer
## 35 likes dogs and likes cats atheism when drinking sagittarius
## 36 <NA> <NA> <NA> <NA>
## 37 likes dogs and dislikes cats buddhism when drinking cancer
## 38 likes dogs and likes cats <NA> <NA> libra
## 39 <NA> <NA> <NA> libra
## 40 <NA> <NA> no <NA>
## 41 likes cats agnosticism no <NA>
## 42 <NA> agnosticism no pisces
## 43 <NA> other no gemini
## 44 likes dogs agnosticism no gemini
## 45 has cats other no aquarius
## 46 <NA> catholicism <NA> aquarius
## 47 <NA> <NA> <NA> <NA>
## 48 <NA> agnosticism no libra
## 49 <NA> <NA> no <NA>
## 50 likes dogs and likes cats other no taurus
## 51 <NA> <NA> no taurus
## 52 likes dogs <NA> no taurus
## 53 likes dogs and likes cats agnosticism no gemini
## 54 has dogs <NA> <NA> <NA>
## 55 likes dogs and likes cats atheism no <NA>
## 56 likes dogs and has cats <NA> no pisces
## 57 <NA> atheism no sagittarius
## 58 <NA> buddhism when drinking <NA>
## 59 has dogs and has cats agnosticism sometimes pisces
## 60 likes dogs and likes cats agnosticism when drinking libra
## 61 likes dogs and dislikes cats catholicism no gemini
## 62 likes dogs and likes cats <NA> no cancer
## 63 <NA> agnosticism when drinking cancer
## 64 likes dogs other sometimes gemini
## 65 <NA> <NA> no virgo
## 66 <NA> judaism no <NA>
## 67 <NA> buddhism no virgo
## 68 likes dogs and has cats other sometimes aries
## 69 likes dogs and likes cats other sometimes virgo
## 70 likes dogs and likes cats agnosticism no scorpio
## 71 <NA> <NA> no pisces
## 72 likes dogs <NA> no gemini
## 73 likes dogs and likes cats agnosticism no pisces
## 74 <NA> hinduism no libra
## 75 likes dogs and has cats <NA> <NA> sagittarius
## 76 <NA> <NA> <NA> gemini
## 77 likes dogs agnosticism no capricorn
## 78 likes dogs and has cats agnosticism no leo
## 79 <NA> agnosticism no <NA>
## 80 likes dogs and likes cats catholicism no <NA>
## 81 <NA> atheism no cancer
## 82 likes dogs and likes cats atheism no <NA>
## 83 likes dogs and has cats agnosticism no <NA>
## 84 likes dogs and likes cats <NA> no pisces
## 85 likes dogs <NA> no gemini
## 86 likes cats atheism no scorpio
## 87 likes dogs and likes cats <NA> no taurus
## 88 <NA> <NA> no aries
## 89 <NA> <NA> no <NA>
## 90 likes dogs and has cats other no <NA>
## 91 <NA> <NA> yes cancer
## 92 <NA> catholicism <NA> scorpio
## 93 <NA> <NA> <NA> capricorn
## 94 likes dogs <NA> no leo
## 95 likes dogs and likes cats agnosticism no libra
## 96 likes dogs and likes cats catholicism no aries
## 97 likes dogs and has cats other no aries
## 98 <NA> agnosticism no <NA>
## 99 likes dogs atheism no pisces
## 100 <NA> christianity no taurus
## 101 <NA> <NA> no aquarius
## 102 <NA> other no <NA>
## 103 <NA> agnosticism no libra
## 104 likes dogs atheism no leo
## 105 likes dogs <NA> no scorpio
## 106 likes dogs judaism no aries
## 107 likes dogs agnosticism no aries
## 108 has dogs <NA> no aries
## 109 likes dogs <NA> no aries
## 110 <NA> christianity no <NA>
## 111 <NA> <NA> no virgo
## 112 likes dogs agnosticism no <NA>
## 113 <NA> <NA> <NA> <NA>
## 114 likes dogs and likes cats other when drinking capricorn
## 115 likes dogs and likes cats agnosticism no aries
## 116 <NA> atheism when drinking aquarius
## 117 <NA> <NA> <NA> <NA>
## 118 likes dogs and likes cats other no leo
## 119 likes dogs and likes cats other no capricorn
## 120 likes dogs and likes cats <NA> no scorpio
## 121 has cats atheism no aquarius
## 122 dislikes dogs and has cats christianity no gemini
## 123 likes dogs and likes cats <NA> trying to quit cancer
## 124 likes dogs atheism sometimes sagittarius
## 125 <NA> other no aries
## 126 likes dogs and likes cats agnosticism no <NA>
## 127 <NA> <NA> no virgo
## 128 likes dogs and likes cats agnosticism no <NA>
## 129 likes dogs and likes cats atheism trying to quit libra
## 130 <NA> atheism no <NA>
## 131 likes cats agnosticism yes gemini
## 132 has dogs other trying to quit leo
## 133 likes dogs and has cats <NA> no libra
## 134 has dogs <NA> no <NA>
## 135 likes dogs and likes cats atheism no <NA>
## 136 <NA> <NA> no libra
## 137 likes cats atheism when drinking sagittarius
## 138 has cats other no libra
## 139 likes dogs <NA> no cancer
## 140 <NA> <NA> no <NA>
## 141 <NA> buddhism no pisces
## 142 likes dogs and likes cats other no libra
## 143 likes dogs and likes cats other no taurus
## 144 <NA> agnosticism no <NA>
## 145 <NA> <NA> no leo
## 146 likes dogs and likes cats catholicism no scorpio
## 147 <NA> atheism yes sagittarius
## 148 likes dogs and dislikes cats <NA> no <NA>
## 149 likes dogs judaism no <NA>
## 150 likes dogs and likes cats <NA> no cancer
## 151 likes dogs atheism no cancer
## 152 has dogs and likes cats catholicism no leo
## 153 has dogs and has cats <NA> no aquarius
## 154 <NA> <NA> trying to quit leo
## 155 likes dogs and likes cats <NA> no virgo
## 156 <NA> agnosticism no scorpio
## 157 <NA> christianity <NA> <NA>
## 158 likes dogs agnosticism no leo
## 159 likes dogs and has cats other no scorpio
## 160 likes dogs christianity no <NA>
## 161 likes dogs and has cats christianity <NA> virgo
## 162 has dogs <NA> <NA> sagittarius
## 163 <NA> <NA> <NA> <NA>
## 164 <NA> <NA> <NA> virgo
## 165 <NA> atheism no libra
## 166 <NA> <NA> <NA> leo
## 167 <NA> <NA> no pisces
## 168 likes dogs and likes cats catholicism no gemini
## 169 likes dogs agnosticism no sagittarius
## 170 has dogs and likes cats other no <NA>
## 171 <NA> <NA> no leo
## 172 likes dogs and has cats other no sagittarius
## 173 likes dogs christianity no <NA>
## 174 likes dogs and has cats atheism no aquarius
## 175 has dogs and dislikes cats other when drinking aries
## 176 <NA> <NA> <NA> sagittarius
## 177 likes dogs and has cats judaism no virgo
## 178 has dogs and dislikes cats hinduism when drinking cancer
## 179 has cats <NA> <NA> taurus
## 180 likes dogs and dislikes cats atheism when drinking <NA>
## 181 has dogs and likes cats atheism no aquarius
## 182 likes dogs and likes cats catholicism no aries
## 183 likes dogs and has cats agnosticism no leo
## 184 <NA> other no scorpio
## 185 <NA> <NA> no <NA>
## 186 <NA> judaism no virgo
## 187 <NA> judaism no aquarius
## 188 <NA> other no taurus
## 189 likes dogs and likes cats agnosticism no taurus
## 190 likes dogs and likes cats agnosticism no virgo
## 191 likes dogs agnosticism no <NA>
## 192 likes dogs catholicism no cancer
## 193 likes dogs and likes cats agnosticism sometimes virgo
## 194 likes dogs and likes cats agnosticism no taurus
## 195 has dogs <NA> no scorpio
## 196 likes dogs and dislikes cats catholicism sometimes capricorn
## 197 likes dogs and likes cats other trying to quit aquarius
## 198 <NA> judaism no <NA>
## 199 likes dogs catholicism no <NA>
## 200 has dogs <NA> no leo
## 201 <NA> catholicism no aquarius
## 202 likes dogs other no gemini
## 203 likes dogs and likes cats <NA> no sagittarius
## 204 likes dogs and has cats agnosticism when drinking gemini
## 205 likes dogs and dislikes cats catholicism no virgo
## 206 likes dogs and has cats judaism no virgo
## 207 has cats judaism sometimes taurus
## 208 likes dogs catholicism no pisces
## 209 likes cats christianity <NA> scorpio
## 210 has dogs and has cats agnosticism no gemini
## 211 has dogs judaism no <NA>
## 212 likes dogs and likes cats atheism no leo
## 213 <NA> <NA> no capricorn
## 214 <NA> judaism no gemini
## 215 likes dogs and has cats other when drinking <NA>
## 216 likes cats christianity no <NA>
## 217 likes dogs and likes cats christianity no cancer
## 218 likes dogs and has cats hinduism no virgo
## 219 likes dogs and dislikes cats <NA> no aries
## 220 likes dogs and likes cats <NA> no <NA>
## 221 <NA> <NA> no pisces
## 222 likes dogs and likes cats agnosticism no pisces
## 223 likes dogs and likes cats <NA> sometimes gemini
## 224 has dogs and has cats christianity no aries
## 225 likes dogs and likes cats <NA> yes sagittarius
## 226 has dogs and likes cats christianity no virgo
## 227 <NA> <NA> trying to quit gemini
## 228 likes dogs and likes cats other no aquarius
## 229 has dogs agnosticism no virgo
## 230 <NA> judaism no cancer
## 231 likes dogs atheism <NA> scorpio
## 232 likes dogs christianity no leo
## 233 <NA> <NA> no <NA>
## 234 likes dogs and likes cats christianity no pisces
## 235 likes dogs and likes cats catholicism no leo
## 236 <NA> <NA> <NA> scorpio
## 237 has dogs buddhism when drinking pisces
## 238 <NA> christianity sometimes libra
## 239 likes dogs and has cats <NA> yes taurus
## 240 has dogs and likes cats judaism no aquarius
## 241 likes dogs christianity no scorpio
## 242 <NA> <NA> no virgo
## 243 likes dogs and likes cats christianity no aries
## 244 likes dogs and dislikes cats atheism no leo
## 245 has dogs other no virgo
## 246 likes dogs and dislikes cats christianity no scorpio
## 247 has dogs <NA> no leo
## 248 has cats atheism no gemini
## 249 <NA> catholicism no taurus
## 250 likes dogs and has cats agnosticism when drinking gemini
## 251 has dogs <NA> <NA> leo
## 252 <NA> other trying to quit libra
## 253 likes dogs and likes cats hinduism <NA> aquarius
## 254 likes dogs <NA> yes capricorn
## 255 has dogs christianity <NA> capricorn
## 256 has dogs christianity no gemini
## 257 <NA> <NA> <NA> <NA>
## 258 <NA> <NA> <NA> <NA>
## 259 has dogs christianity no gemini
## 260 <NA> <NA> no pisces
## 261 has dogs and has cats <NA> no leo
## 262 <NA> <NA> no aries
## 263 has cats catholicism no aquarius
## 264 has dogs catholicism no pisces
## 265 has dogs and likes cats atheism trying to quit pisces
## 266 has dogs and dislikes cats christianity no taurus
## 267 likes dogs and has cats christianity no libra
## 268 likes dogs and likes cats other no cancer
## 269 <NA> <NA> no <NA>
## 270 likes dogs atheism no gemini
## 271 likes dogs <NA> no virgo
## 272 likes dogs <NA> no leo
## 273 has dogs and has cats judaism no virgo
## 274 <NA> catholicism sometimes capricorn
## 275 <NA> atheism sometimes leo
## 276 likes dogs and likes cats atheism no pisces
## 277 <NA> <NA> <NA> taurus
## 278 likes dogs and likes cats atheism no <NA>
## 279 has cats buddhism no aquarius
## 280 <NA> <NA> <NA> <NA>
## 281 dislikes dogs and dislikes cats other no taurus
## 282 likes dogs and likes cats other no libra
## 283 has dogs <NA> no aries
## 284 has dogs and likes cats christianity no aries
## 285 likes dogs christianity no pisces
## 286 has cats other no cancer
## 287 likes dogs and likes cats other sometimes aries
## 288 likes dogs and has cats buddhism no taurus
## 289 has dogs <NA> no sagittarius
## 290 <NA> <NA> no <NA>
## 291 likes dogs and likes cats atheism no gemini
## 292 <NA> <NA> no taurus
## 293 <NA> catholicism no aquarius
## 294 has dogs <NA> no <NA>
## 295 has dogs and likes cats <NA> sometimes cancer
## 296 <NA> <NA> sometimes <NA>
## 297 <NA> christianity no leo
## 298 <NA> <NA> no leo
## 299 has dogs agnosticism no taurus
## 300 likes dogs and has cats <NA> no scorpio
## 301 has dogs agnosticism no pisces
## 302 likes dogs <NA> trying to quit virgo
## 303 likes dogs and likes cats agnosticism sometimes virgo
## 304 likes dogs and likes cats <NA> sometimes taurus
## 305 likes dogs catholicism no leo
## 306 likes dogs and dislikes cats buddhism no libra
## 307 <NA> christianity no scorpio
## 308 likes dogs and has cats <NA> no <NA>
## 309 likes dogs and likes cats other trying to quit libra
## 310 likes dogs and likes cats <NA> no aquarius
## 311 has dogs and likes cats christianity no scorpio
## 312 <NA> <NA> no virgo
## 313 has cats buddhism no leo
## 314 likes dogs and has cats other no scorpio
## 315 <NA> judaism <NA> aries
## 316 likes dogs and likes cats catholicism no <NA>
## 317 has dogs and likes cats <NA> no gemini
## 318 likes dogs and likes cats atheism no libra
## 319 has cats <NA> no leo
## 320 likes dogs and has cats other no virgo
## 321 has cats <NA> no pisces
## 322 likes dogs and likes cats <NA> no libra
## 323 has dogs and has cats atheism sometimes gemini
## 324 has dogs other no <NA>
## 325 likes dogs other no pisces
## 326 <NA> <NA> <NA> <NA>
## 327 likes dogs <NA> no <NA>
## 328 likes dogs and likes cats agnosticism no pisces
## 329 likes dogs and has cats judaism no leo
## 330 <NA> other no virgo
## 331 <NA> catholicism no aries
## 332 has dogs judaism no libra
## 333 <NA> <NA> when drinking <NA>
## 334 has dogs and has cats christianity no <NA>
## 335 likes dogs and has cats agnosticism no <NA>
## 336 has dogs and has cats atheism trying to quit capricorn
## 337 likes cats catholicism no virgo
## 338 has dogs catholicism no leo
## 339 likes dogs agnosticism no taurus
## 340 likes dogs and likes cats other no scorpio
## 341 likes dogs and likes cats other no leo
## 342 likes dogs <NA> sometimes gemini
## 343 <NA> atheism no cancer
## 344 has dogs and dislikes cats christianity no pisces
## 345 likes dogs and likes cats agnosticism no cancer
## 346 likes dogs and likes cats agnosticism when drinking gemini
## 347 <NA> <NA> no virgo
## 348 has dogs atheism no aquarius
## 349 <NA> <NA> no <NA>
## 350 likes dogs buddhism no taurus
## 351 likes dogs and likes cats islam sometimes cancer
## 352 likes dogs agnosticism <NA> leo
## 353 likes dogs and likes cats agnosticism no libra
## 354 likes dogs and likes cats catholicism no libra
## 355 likes dogs and has cats atheism no cancer
## 356 <NA> <NA> no <NA>
## 357 likes dogs buddhism no aries
## 358 has dogs and likes cats <NA> when drinking aquarius
## 359 likes dogs and has cats other no libra
## 360 <NA> <NA> yes taurus
## 361 likes dogs and likes cats <NA> when drinking capricorn
## 362 has dogs and has cats other no libra
## 363 likes dogs and likes cats atheism no taurus
## 364 <NA> <NA> no leo
## 365 has dogs judaism sometimes virgo
## 366 <NA> <NA> no cancer
## 367 <NA> <NA> no <NA>
## 368 likes dogs and likes cats atheism no leo
## 369 <NA> <NA> no <NA>
## 370 likes dogs <NA> no sagittarius
## 371 <NA> agnosticism no <NA>
## 372 likes dogs and likes cats <NA> no gemini
## 373 likes dogs and has cats atheism no gemini
## 374 <NA> <NA> <NA> <NA>
## 375 <NA> agnosticism trying to quit sagittarius
## 376 <NA> other yes pisces
## 377 likes dogs and likes cats agnosticism sometimes taurus
## 378 has dogs <NA> trying to quit scorpio
## 379 has dogs christianity no pisces
## 380 likes cats <NA> no libra
## 381 <NA> <NA> no <NA>
## 382 <NA> <NA> no aquarius
## 383 has cats atheism no <NA>
## 384 likes dogs and likes cats <NA> no scorpio
## 385 likes dogs and likes cats atheism no gemini
## 386 <NA> atheism no <NA>
## 387 has dogs <NA> no <NA>
## 388 has dogs and has cats agnosticism no leo
## 389 <NA> christianity when drinking leo
## 390 <NA> judaism no sagittarius
## 391 likes dogs christianity no leo
## 392 <NA> christianity no aries
## 393 has dogs and likes cats catholicism no aquarius
## 394 has dogs agnosticism no <NA>
## 395 likes dogs <NA> no sagittarius
## 396 has cats other no capricorn
## 397 likes dogs and likes cats other no gemini
## 398 likes dogs and likes cats other no cancer
## 399 likes dogs and dislikes cats agnosticism no libra
## 400 <NA> <NA> no capricorn
## 401 <NA> <NA> <NA> <NA>
## 402 likes dogs other when drinking cancer
## 403 likes dogs and likes cats other no <NA>
## 404 likes dogs and has cats catholicism no gemini
## 405 likes dogs and likes cats other no libra
## 406 has cats buddhism no cancer
## 407 likes dogs <NA> no libra
## 408 <NA> <NA> no <NA>
## 409 <NA> judaism no capricorn
## 410 likes dogs <NA> no <NA>
## 411 likes dogs and dislikes cats <NA> no libra
## 412 likes dogs and dislikes cats catholicism no taurus
## 413 likes dogs and likes cats <NA> no gemini
## 414 <NA> agnosticism no sagittarius
## 415 likes dogs and has cats other no virgo
## 416 dislikes cats christianity no capricorn
## 417 <NA> <NA> no aries
## 418 likes dogs and likes cats christianity <NA> cancer
## 419 likes dogs and dislikes cats catholicism no sagittarius
## 420 dislikes dogs and dislikes cats judaism no <NA>
## 421 likes dogs and likes cats agnosticism no libra
## 422 likes dogs and likes cats agnosticism no <NA>
## 423 likes dogs and likes cats agnosticism no aries
## 424 has dogs and likes cats buddhism sometimes aquarius
## 425 <NA> agnosticism <NA> capricorn
## 426 has cats agnosticism no <NA>
## 427 <NA> <NA> no libra
## 428 <NA> agnosticism no capricorn
## 429 <NA> <NA> no libra
## 430 <NA> <NA> no pisces
## 431 likes dogs and likes cats <NA> no <NA>
## 432 likes dogs and dislikes cats atheism no taurus
## 433 has dogs and dislikes cats christianity <NA> virgo
## 434 <NA> <NA> no pisces
## 435 <NA> christianity no aquarius
## 436 likes dogs catholicism no virgo
## 437 likes dogs and has cats catholicism no virgo
## 438 likes cats other no gemini
## 439 likes dogs and dislikes cats <NA> no sagittarius
## 440 has dogs <NA> no sagittarius
## 441 <NA> <NA> sometimes aquarius
## 442 <NA> <NA> <NA> capricorn
## 443 likes dogs and likes cats catholicism yes libra
## 444 likes dogs and likes cats other no aquarius
## 445 <NA> <NA> no <NA>
## 446 likes dogs and likes cats catholicism <NA> taurus
## 447 <NA> <NA> no cancer
## 448 likes dogs and dislikes cats <NA> <NA> <NA>
## 449 likes dogs and likes cats islam yes <NA>
## 450 likes dogs and likes cats buddhism no virgo
## 451 likes dogs and has cats agnosticism no aquarius
## 452 <NA> catholicism sometimes aries
## 453 has dogs agnosticism no sagittarius
## 454 <NA> christianity no gemini
## 455 likes dogs <NA> no libra
## 456 <NA> buddhism no scorpio
## 457 <NA> <NA> <NA> <NA>
## 458 <NA> hinduism no <NA>
## 459 likes dogs and likes cats other no pisces
## 460 likes dogs and likes cats buddhism no aries
## 461 likes dogs catholicism no pisces
## 462 likes dogs <NA> no libra
## 463 <NA> agnosticism <NA> <NA>
## 464 likes dogs and likes cats agnosticism trying to quit capricorn
## 465 has dogs christianity <NA> <NA>
## 466 <NA> <NA> when drinking <NA>
## 467 has dogs and likes cats catholicism no cancer
## 468 likes dogs and likes cats agnosticism no sagittarius
## 469 likes dogs catholicism no sagittarius
## 470 likes dogs and likes cats christianity no taurus
## 471 <NA> other no aries
## 472 likes dogs other no virgo
## 473 likes dogs and likes cats other no virgo
## 474 likes dogs and likes cats christianity trying to quit taurus
## 475 likes dogs and likes cats <NA> no pisces
## 476 likes dogs and likes cats christianity no leo
## 477 likes dogs and likes cats agnosticism no capricorn
## 478 <NA> <NA> when drinking libra
## 479 likes dogs and has cats agnosticism no leo
## 480 <NA> <NA> no aries
## 481 has dogs and likes cats <NA> no taurus
## 482 <NA> atheism <NA> virgo
## 483 <NA> <NA> no virgo
## 484 likes dogs and likes cats agnosticism no sagittarius
## 485 likes dogs <NA> no leo
## 486 has dogs atheism yes aquarius
## 487 <NA> buddhism no aries
## 488 likes dogs and likes cats <NA> no cancer
## 489 likes dogs and likes cats <NA> no taurus
## 490 has dogs atheism no cancer
## 491 likes dogs and dislikes cats other no leo
## 492 has dogs and has cats other no capricorn
## 493 likes dogs and likes cats <NA> trying to quit taurus
## 494 likes dogs and likes cats judaism no scorpio
## 495 <NA> judaism no <NA>
## 496 likes dogs and has cats agnosticism no libra
## 497 dislikes dogs and dislikes cats other no scorpio
## 498 <NA> <NA> no aries
## 499 likes dogs and likes cats <NA> no gemini
## 500 <NA> <NA> no <NA>
## 501 <NA> <NA> <NA> <NA>
## 502 <NA> agnosticism no aquarius
## 503 likes dogs and likes cats agnosticism no leo
## 504 has dogs <NA> no sagittarius
## 505 likes dogs and likes cats other no aries
## 506 likes dogs <NA> <NA> pisces
## 507 has dogs catholicism no scorpio
## 508 likes dogs and likes cats atheism no capricorn
## 509 <NA> christianity no libra
## 510 <NA> christianity no virgo
## 511 <NA> buddhism <NA> pisces
## 512 <NA> other no gemini
## 513 likes dogs and has cats atheism when drinking leo
## 514 likes dogs agnosticism no scorpio
## 515 likes dogs and dislikes cats <NA> no aquarius
## 516 likes dogs and likes cats buddhism no virgo
## 517 likes dogs <NA> no <NA>
## 518 likes dogs christianity no libra
## 519 likes dogs and likes cats buddhism trying to quit cancer
## 520 likes dogs and has cats other when drinking scorpio
## 521 likes dogs and likes cats <NA> no cancer
## 522 <NA> <NA> no leo
## 523 <NA> <NA> sometimes cancer
## 524 likes dogs and has cats agnosticism no sagittarius
## 525 has dogs <NA> no taurus
## 526 likes dogs and dislikes cats agnosticism no capricorn
## 527 <NA> other no cancer
## 528 likes dogs <NA> sometimes libra
## 529 likes dogs and likes cats <NA> no taurus
## 530 likes dogs <NA> no pisces
## 531 likes dogs and likes cats other no capricorn
## 532 likes dogs and has cats christianity no taurus
## 533 likes dogs and likes cats christianity no aquarius
## 534 <NA> other sometimes aries
## 535 <NA> christianity no scorpio
## 536 has dogs and has cats buddhism no cancer
## 537 has dogs and has cats <NA> yes virgo
## 538 likes dogs atheism no aries
## 539 likes dogs <NA> no aquarius
## 540 <NA> atheism no gemini
## 541 <NA> <NA> no <NA>
## 542 <NA> <NA> trying to quit sagittarius
## 543 likes dogs and likes cats agnosticism no aquarius
## 544 likes dogs and likes cats <NA> no gemini
## 545 has dogs <NA> no leo
## 546 likes dogs and likes cats agnosticism no leo
## 547 likes dogs and likes cats buddhism when drinking aries
## 548 <NA> <NA> trying to quit aquarius
## 549 <NA> other yes gemini
## 550 has dogs and likes cats <NA> yes sagittarius
## 551 likes dogs <NA> no <NA>
## 552 <NA> <NA> no scorpio
## 553 likes dogs and has cats other no aquarius
## 554 <NA> <NA> no <NA>
## 555 <NA> <NA> no <NA>
## 556 likes dogs <NA> no aquarius
## 557 likes dogs and has cats <NA> no taurus
## 558 likes dogs christianity no <NA>
## 559 likes dogs and likes cats christianity <NA> scorpio
## 560 has cats <NA> no sagittarius
## 561 likes dogs and likes cats atheism no gemini
## 562 <NA> other no sagittarius
## 563 has dogs and likes cats atheism no virgo
## 564 <NA> <NA> yes leo
## 565 likes dogs and likes cats atheism no cancer
## 566 likes dogs and likes cats other no aquarius
## 567 <NA> <NA> no cancer
## 568 likes dogs <NA> sometimes aquarius
## 569 likes dogs and likes cats other no libra
## 570 <NA> christianity no sagittarius
## 571 has dogs catholicism no libra
## 572 has dogs christianity no pisces
## 573 likes dogs christianity no virgo
## 574 <NA> christianity no pisces
## 575 likes dogs catholicism trying to quit pisces
## 576 likes dogs and dislikes cats catholicism no gemini
## 577 <NA> catholicism when drinking leo
## 578 <NA> hinduism no virgo
## 579 <NA> <NA> no libra
## 580 <NA> christianity no <NA>
## 581 has dogs christianity trying to quit cancer
## 582 has dogs and has cats <NA> no gemini
## 583 likes dogs and has cats <NA> no gemini
## 584 likes dogs and has cats <NA> no gemini
## 585 <NA> christianity no scorpio
## 586 has dogs and likes cats christianity no gemini
## 587 likes dogs and likes cats atheism no <NA>
## 588 likes dogs hinduism no cancer
## 589 <NA> <NA> <NA> cancer
## 590 <NA> other no sagittarius
## 591 likes dogs and has cats other when drinking aries
## 592 likes dogs and likes cats other no aquarius
## 593 likes dogs and likes cats atheism no pisces
## 594 has cats judaism no aquarius
## 595 likes dogs and has cats judaism no cancer
## 596 <NA> judaism no sagittarius
## 597 <NA> <NA> <NA> <NA>
## 598 likes dogs and likes cats other no aquarius
## 599 likes dogs and likes cats catholicism no sagittarius
## 600 <NA> <NA> <NA> gemini
## 601 likes dogs and dislikes cats other no virgo
## 602 likes dogs <NA> no libra
## 603 has dogs catholicism no <NA>
## 604 has dogs catholicism no scorpio
## 605 likes dogs and likes cats agnosticism no <NA>
## 606 likes dogs and likes cats agnosticism no leo
## 607 has dogs <NA> no virgo
## 608 likes dogs and likes cats <NA> no taurus
## 609 <NA> <NA> no <NA>
## 610 likes dogs and likes cats catholicism no libra
## 611 <NA> judaism no <NA>
## 612 has dogs judaism no scorpio
## 613 likes dogs and likes cats atheism no cancer
## 614 likes dogs judaism when drinking taurus
## 615 has dogs and has cats catholicism no cancer
## 616 has dogs and likes cats christianity no aquarius
## 617 dislikes dogs and dislikes cats agnosticism yes capricorn
## 618 has dogs catholicism <NA> leo
## 619 likes dogs and dislikes cats agnosticism no <NA>
## 620 <NA> <NA> no <NA>
## 621 likes dogs and likes cats christianity sometimes cancer
## 622 <NA> other no <NA>
## 623 has dogs agnosticism no taurus
## 624 likes dogs and dislikes cats christianity no virgo
## 625 likes dogs and likes cats other trying to quit aquarius
## 626 <NA> judaism no pisces
## 627 has dogs catholicism no scorpio
## 628 likes dogs buddhism no <NA>
## 629 likes dogs atheism no leo
## 630 <NA> <NA> sometimes <NA>
## 631 <NA> <NA> no libra
## 632 likes dogs <NA> no cancer
## 633 likes dogs and dislikes cats other when drinking scorpio
## 634 <NA> <NA> no <NA>
## 635 likes dogs and has cats agnosticism when drinking aries
## 636 likes dogs and has cats <NA> no libra
## 637 has cats buddhism no aquarius
## 638 has dogs judaism no virgo
## 639 likes dogs and likes cats <NA> trying to quit sagittarius
## 640 likes cats catholicism no virgo
## 641 likes dogs and likes cats catholicism no capricorn
## 642 has dogs and likes cats <NA> no gemini
## 643 likes dogs and has cats judaism no pisces
## 644 <NA> buddhism <NA> aquarius
## 645 <NA> other trying to quit cancer
## 646 likes dogs and likes cats <NA> no aquarius
## 647 <NA> catholicism no gemini
## 648 likes dogs <NA> no pisces
## 649 <NA> <NA> no aries
## 650 has dogs and has cats <NA> no gemini
## 651 <NA> <NA> no <NA>
## 652 <NA> catholicism no <NA>
## 653 has cats <NA> no aries
## 654 likes dogs and has cats atheism no cancer
## 655 likes dogs and likes cats agnosticism no aries
## 656 <NA> <NA> no libra
## 657 likes dogs and dislikes cats catholicism no scorpio
## 658 <NA> catholicism no virgo
## 659 <NA> <NA> no libra
## 660 <NA> christianity sometimes capricorn
## 661 likes dogs and likes cats other no pisces
## 662 likes dogs and likes cats atheism no scorpio
## 663 likes dogs and likes cats agnosticism no gemini
## 664 likes dogs and likes cats agnosticism no cancer
## 665 <NA> other no taurus
## 666 has dogs and likes cats agnosticism no capricorn
## 667 likes dogs christianity no gemini
## 668 has dogs and likes cats other no taurus
## 669 likes dogs judaism no sagittarius
## 670 <NA> atheism no scorpio
## 671 likes dogs and likes cats <NA> no sagittarius
## 672 <NA> other no pisces
## 673 likes dogs and dislikes cats <NA> no <NA>
## 674 likes dogs and likes cats agnosticism trying to quit taurus
## 675 <NA> other no taurus
## 676 likes dogs and likes cats christianity no virgo
## 677 <NA> agnosticism no <NA>
## 678 likes dogs and likes cats <NA> when drinking cancer
## 679 likes dogs and likes cats christianity when drinking capricorn
## 680 likes dogs and has cats other no <NA>
## 681 has dogs and likes cats <NA> no pisces
## 682 likes dogs and has cats other sometimes pisces
## 683 <NA> <NA> no scorpio
## 684 has dogs and likes cats catholicism no sagittarius
## 685 likes dogs and likes cats <NA> no sagittarius
## 686 likes dogs and likes cats agnosticism no <NA>
## 687 has dogs <NA> sometimes taurus
## 688 has dogs and likes cats agnosticism sometimes gemini
## 689 likes dogs and likes cats <NA> no capricorn
## 690 likes dogs atheism no virgo
## 691 likes dogs and likes cats <NA> no leo
## 692 likes dogs and likes cats catholicism no pisces
## 693 has dogs and has cats <NA> sometimes leo
## 694 has dogs and has cats judaism no libra
## 695 likes dogs buddhism no pisces
## 696 <NA> <NA> <NA> <NA>
## 697 has dogs atheism no <NA>
## 698 <NA> other no libra
## 699 <NA> <NA> when drinking <NA>
## 700 has dogs and likes cats other no scorpio
## 701 <NA> atheism no sagittarius
## 702 <NA> agnosticism yes aries
## 703 has cats atheism yes gemini
## 704 has dogs and dislikes cats christianity when drinking libra
## 705 <NA> agnosticism no aries
## 706 <NA> <NA> no cancer
## 707 <NA> <NA> no libra
## 708 likes dogs and likes cats judaism no aquarius
## 709 likes dogs and likes cats buddhism <NA> cancer
## 710 likes dogs and dislikes cats catholicism no gemini
## 711 <NA> <NA> <NA> gemini
## 712 has dogs and has cats catholicism trying to quit sagittarius
## 713 <NA> <NA> <NA> <NA>
## 714 likes dogs and has cats atheism no <NA>
## 715 has dogs <NA> no taurus
## 716 likes dogs and has cats other <NA> scorpio
## 717 has dogs christianity no virgo
## 718 <NA> christianity no leo
## 719 <NA> <NA> <NA> <NA>
## 720 likes cats agnosticism sometimes scorpio
## 721 likes dogs <NA> when drinking <NA>
## 722 likes dogs <NA> no cancer
## 723 likes dogs and likes cats catholicism no taurus
## 724 <NA> buddhism when drinking scorpio
## 725 likes dogs and likes cats buddhism no pisces
## 726 likes dogs <NA> no sagittarius
## 727 has dogs other trying to quit taurus
## 728 has dogs and has cats agnosticism no aries
## 729 <NA> <NA> no <NA>
## 730 <NA> <NA> no aquarius
## 731 has dogs catholicism no capricorn
## 732 <NA> agnosticism no cancer
## 733 likes dogs and likes cats catholicism no scorpio
## 734 <NA> <NA> trying to quit virgo
## 735 <NA> christianity sometimes gemini
## 736 likes dogs and likes cats <NA> no pisces
## 737 likes dogs and likes cats other trying to quit libra
## 738 likes dogs and likes cats atheism <NA> <NA>
## 739 likes dogs and has cats other trying to quit scorpio
## 740 likes dogs and has cats catholicism no libra
## 741 likes dogs and dislikes cats christianity no taurus
## 742 likes cats agnosticism no gemini
## 743 <NA> agnosticism <NA> scorpio
## 744 likes dogs and dislikes cats atheism no libra
## 745 likes dogs catholicism no gemini
## 746 likes dogs and likes cats agnosticism no sagittarius
## 747 likes cats agnosticism <NA> aries
## 748 <NA> christianity no <NA>
## 749 likes dogs and dislikes cats atheism yes virgo
## 750 has dogs and likes cats christianity no aquarius
## 751 likes dogs and likes cats other no capricorn
## 752 <NA> <NA> no scorpio
## 753 <NA> <NA> no gemini
## 754 likes dogs and likes cats christianity no gemini
## 755 <NA> christianity no leo
## 756 likes dogs and likes cats other sometimes gemini
## 757 <NA> agnosticism no aquarius
## 758 <NA> christianity no taurus
## 759 <NA> agnosticism no <NA>
## 760 has dogs and likes cats <NA> no gemini
## 761 likes dogs <NA> no taurus
## 762 <NA> <NA> no <NA>
## 763 has dogs and dislikes cats christianity no <NA>
## 764 <NA> christianity sometimes <NA>
## 765 likes dogs and likes cats atheism no taurus
## 766 likes dogs and dislikes cats other no pisces
## 767 <NA> atheism trying to quit sagittarius
## 768 <NA> catholicism no <NA>
## 769 likes dogs agnosticism no <NA>
## 770 likes dogs and likes cats <NA> sometimes scorpio
## 771 <NA> <NA> <NA> <NA>
## 772 likes dogs and likes cats <NA> no libra
## 773 <NA> other trying to quit cancer
## 774 <NA> agnosticism no sagittarius
## 775 likes dogs judaism trying to quit leo
## 776 likes dogs atheism yes leo
## 777 likes dogs and likes cats judaism no aries
## 778 likes dogs and likes cats agnosticism when drinking aries
## 779 has dogs and likes cats catholicism sometimes capricorn
## 780 likes dogs and likes cats atheism no taurus
## 781 likes dogs <NA> no capricorn
## 782 dislikes dogs and dislikes cats agnosticism no leo
## 783 has dogs catholicism no libra
## 784 likes dogs catholicism no cancer
## 785 likes dogs catholicism no taurus
## 786 likes dogs and likes cats other when drinking cancer
## 787 likes dogs and likes cats <NA> no aries
## 788 has dogs and likes cats <NA> no leo
## 789 has cats <NA> no capricorn
## 790 likes dogs catholicism no aries
## 791 <NA> other yes gemini
## 792 likes dogs and likes cats <NA> no aquarius
## 793 <NA> <NA> sometimes leo
## 794 <NA> agnosticism no aquarius
## 795 <NA> christianity no libra
## 796 likes dogs and dislikes cats christianity no virgo
## 797 dislikes cats <NA> no pisces
## 798 <NA> <NA> no libra
## 799 likes dogs and likes cats christianity sometimes aries
## 800 likes dogs and likes cats christianity no virgo
## 801 likes dogs and likes cats other no aquarius
## 802 likes dogs and has cats agnosticism no leo
## 803 has dogs and likes cats other no sagittarius
## 804 <NA> <NA> <NA> <NA>
## 805 <NA> other sometimes virgo
## 806 <NA> christianity no <NA>
## 807 has dogs agnosticism no taurus
## 808 likes cats <NA> no cancer
## 809 likes cats other no taurus
## 810 likes dogs and likes cats judaism no <NA>
## 811 <NA> <NA> no virgo
## 812 likes dogs and likes cats <NA> no aries
## 813 <NA> <NA> <NA> <NA>
## 814 has dogs catholicism no pisces
## 815 likes dogs and likes cats <NA> no <NA>
## 816 <NA> atheism no <NA>
## 817 <NA> <NA> no gemini
## 818 likes dogs christianity no sagittarius
## 819 <NA> <NA> no <NA>
## 820 likes dogs and has cats <NA> no leo
## 821 <NA> <NA> <NA> cancer
## 822 likes dogs and likes cats other no pisces
## 823 has dogs and likes cats other no scorpio
## 824 likes dogs and likes cats atheism no cancer
## 825 likes dogs and likes cats atheism no scorpio
## 826 likes cats agnosticism no <NA>
## 827 likes dogs and likes cats other trying to quit sagittarius
## 828 <NA> <NA> no <NA>
## 829 likes dogs <NA> yes leo
## 830 <NA> <NA> no capricorn
## 831 likes dogs and likes cats <NA> no <NA>
## 832 likes dogs and likes cats agnosticism when drinking scorpio
## 833 <NA> agnosticism <NA> pisces
## 834 likes dogs agnosticism no sagittarius
## 835 likes dogs and has cats <NA> sometimes libra
## 836 <NA> agnosticism no sagittarius
## 837 likes dogs and likes cats atheism no capricorn
## 838 likes dogs and likes cats atheism yes <NA>
## 839 likes dogs and likes cats other no capricorn
## 840 has dogs and likes cats christianity no cancer
## 841 likes dogs and likes cats <NA> no virgo
## 842 likes cats <NA> no taurus
## 843 has dogs christianity no pisces
## 844 <NA> <NA> no taurus
## 845 has dogs and has cats atheism no taurus
## 846 has dogs <NA> no cancer
## 847 likes dogs and likes cats <NA> no virgo
## 848 has cats atheism no aquarius
## 849 likes dogs other no aries
## 850 <NA> atheism no aquarius
## 851 likes dogs and likes cats atheism no taurus
## 852 <NA> <NA> <NA> scorpio
## 853 <NA> <NA> no <NA>
## 854 <NA> <NA> no virgo
## 855 likes dogs and has cats <NA> <NA> leo
## 856 likes dogs judaism no taurus
## 857 likes dogs <NA> no scorpio
## 858 likes dogs and dislikes cats agnosticism no aquarius
## 859 likes dogs and has cats other yes virgo
## 860 <NA> <NA> no <NA>
## 861 likes dogs and likes cats <NA> no libra
## 862 <NA> atheism no <NA>
## 863 <NA> agnosticism no cancer
## 864 <NA> <NA> no <NA>
## 865 likes cats agnosticism no gemini
## 866 has dogs <NA> no <NA>
## 867 likes dogs and likes cats atheism no virgo
## 868 likes dogs <NA> no scorpio
## 869 likes dogs and likes cats agnosticism no virgo
## 870 likes dogs and likes cats atheism when drinking virgo
## 871 <NA> other no capricorn
## 872 <NA> atheism no <NA>
## 873 has dogs other when drinking aquarius
## 874 <NA> <NA> <NA> <NA>
## 875 <NA> <NA> no taurus
## 876 likes dogs and likes cats agnosticism no aries
## 877 likes dogs and likes cats <NA> no capricorn
## 878 likes dogs and likes cats agnosticism when drinking pisces
## 879 <NA> agnosticism no <NA>
## 880 likes dogs and has cats atheism no aquarius
## 881 has dogs <NA> <NA> libra
## 882 <NA> catholicism no capricorn
## 883 likes dogs and likes cats <NA> sometimes scorpio
## 884 <NA> <NA> <NA> <NA>
## 885 likes dogs and likes cats other no scorpio
## 886 likes dogs and likes cats <NA> no aquarius
## 887 likes dogs <NA> no <NA>
## 888 likes dogs and likes cats <NA> <NA> pisces
## 889 has cats agnosticism no cancer
## 890 likes cats <NA> no <NA>
## 891 <NA> <NA> no aquarius
## 892 <NA> <NA> no libra
## 893 likes dogs agnosticism yes virgo
## 894 likes dogs and likes cats agnosticism no cancer
## 895 likes dogs and likes cats other sometimes gemini
## 896 likes dogs and likes cats christianity no sagittarius
## 897 <NA> <NA> no <NA>
## 898 <NA> <NA> sometimes leo
## 899 has cats <NA> no leo
## 900 <NA> agnosticism <NA> <NA>
## 901 has dogs christianity no taurus
## 902 <NA> other trying to quit libra
## 903 likes dogs <NA> no taurus
## 904 has dogs and dislikes cats other no taurus
## 905 likes dogs catholicism no <NA>
## 906 likes dogs and has cats judaism no scorpio
## 907 has cats agnosticism when drinking taurus
## 908 <NA> agnosticism no gemini
## 909 has cats <NA> <NA> <NA>
## 910 likes dogs and likes cats judaism no aries
## 911 likes dogs and has cats christianity no scorpio
## 912 <NA> <NA> no <NA>
## 913 likes dogs and likes cats buddhism no taurus
## 914 <NA> agnosticism no gemini
## 915 likes dogs and has cats other no sagittarius
## 916 likes dogs and likes cats agnosticism no taurus
## 917 likes dogs and likes cats agnosticism no aquarius
## 918 <NA> buddhism no taurus
## 919 <NA> <NA> no leo
## 920 has dogs and has cats atheism no leo
## 921 likes dogs and has cats atheism trying to quit sagittarius
## 922 likes dogs and likes cats <NA> when drinking cancer
## 923 likes dogs and likes cats <NA> no leo
## 924 <NA> atheism no pisces
## 925 <NA> atheism no taurus
## 926 <NA> <NA> <NA> capricorn
## 927 <NA> <NA> no capricorn
## 928 likes dogs and dislikes cats <NA> no aries
## 929 <NA> agnosticism no <NA>
## 930 <NA> <NA> when drinking cancer
## 931 <NA> christianity no <NA>
## 932 likes dogs and likes cats atheism no aries
## 933 likes dogs and likes cats <NA> trying to quit <NA>
## 934 likes dogs and likes cats <NA> no pisces
## 935 has cats atheism no gemini
## 936 likes dogs and likes cats christianity no gemini
## 937 likes dogs and likes cats <NA> no aries
## 938 likes dogs and likes cats agnosticism no gemini
## 939 has dogs <NA> <NA> <NA>
## 940 <NA> <NA> <NA> libra
## 941 <NA> <NA> no <NA>
## 942 <NA> agnosticism no pisces
## 943 likes dogs and likes cats atheism yes sagittarius
## 944 likes dogs and likes cats atheism sometimes taurus
## 945 <NA> <NA> when drinking capricorn
## 946 likes dogs and likes cats <NA> no <NA>
## 947 <NA> <NA> <NA> gemini
## 948 likes dogs and has cats atheism no <NA>
## 949 likes dogs and likes cats atheism no sagittarius
## 950 <NA> <NA> no scorpio
## 951 likes dogs and likes cats atheism no taurus
## 952 likes cats agnosticism no leo
## 953 has dogs agnosticism when drinking leo
## 954 has dogs and has cats agnosticism yes virgo
## 955 <NA> agnosticism no <NA>
## 956 <NA> <NA> no libra
## 957 likes dogs and likes cats agnosticism no <NA>
## 958 likes dogs and likes cats atheism no sagittarius
## 959 likes dogs and likes cats other no cancer
## 960 has dogs and has cats <NA> no capricorn
## 961 <NA> <NA> no aries
## 962 likes dogs and likes cats judaism no <NA>
## 963 <NA> agnosticism <NA> scorpio
## 964 <NA> <NA> no <NA>
## 965 <NA> agnosticism no cancer
## 966 <NA> <NA> <NA> <NA>
## 967 <NA> <NA> when drinking sagittarius
## 968 has dogs and has cats other sometimes pisces
## 969 has dogs <NA> no <NA>
## 970 likes dogs and has cats atheism no aries
## 971 <NA> atheism when drinking aries
## 972 likes dogs and dislikes cats <NA> no cancer
## 973 <NA> <NA> no aries
## 974 likes dogs catholicism <NA> leo
## 975 has dogs atheism no leo
## 976 <NA> atheism no leo
## 977 <NA> <NA> <NA> cancer
## 978 likes dogs and likes cats catholicism no scorpio
## 979 <NA> atheism no <NA>
## 980 <NA> atheism <NA> <NA>
## 981 likes dogs and has cats atheism no sagittarius
## 982 has dogs and likes cats atheism no virgo
## 983 <NA> <NA> no virgo
## 984 has dogs <NA> no aries
## 985 likes dogs and has cats judaism no aries
## 986 likes dogs <NA> no cancer
## 987 likes dogs and likes cats agnosticism no taurus
## 988 likes dogs and has cats atheism when drinking gemini
## 989 <NA> other no leo
## 990 likes dogs and likes cats <NA> <NA> libra
## 991 has dogs and likes cats <NA> no taurus
## 992 has dogs and likes cats agnosticism no sagittarius
## 993 has dogs catholicism no aries
## 994 <NA> <NA> no cancer
## 995 has dogs and dislikes cats christianity no sagittarius
## 996 has dogs christianity no pisces
## 997 likes dogs and likes cats agnosticism no libra
## 998 likes dogs and likes cats <NA> no leo
## 999 has dogs other no taurus
## 1000 likes dogs and dislikes cats <NA> no cancer
## 1001 <NA> <NA> <NA> <NA>
## 1002 likes dogs and likes cats judaism no virgo
## 1003 <NA> agnosticism <NA> aries
## 1004 likes dogs and likes cats <NA> no aquarius
## 1005 has dogs and likes cats <NA> no aquarius
## 1006 likes dogs and likes cats atheism sometimes capricorn
## 1007 dislikes dogs and likes cats atheism no capricorn
## 1008 <NA> catholicism no leo
## 1009 likes dogs and likes cats other no gemini
## 1010 likes dogs and has cats judaism no libra
## 1011 likes dogs <NA> no <NA>
## 1012 likes dogs and likes cats <NA> no aquarius
## 1013 likes dogs <NA> no scorpio
## 1014 likes dogs and likes cats agnosticism no virgo
## 1015 likes dogs and likes cats atheism no taurus
## 1016 likes dogs and likes cats agnosticism <NA> gemini
## 1017 <NA> atheism yes sagittarius
## 1018 likes dogs atheism no sagittarius
## 1019 <NA> <NA> no taurus
## 1020 likes dogs and likes cats other no taurus
## 1021 has dogs agnosticism trying to quit aquarius
## 1022 likes dogs atheism no aries
## 1023 <NA> atheism when drinking <NA>
## 1024 has cats other sometimes <NA>
## 1025 has cats agnosticism no <NA>
## 1026 likes dogs and likes cats agnosticism no virgo
## 1027 likes dogs <NA> no <NA>
## 1028 likes dogs agnosticism no libra
## 1029 likes dogs and likes cats christianity no virgo
## 1030 <NA> atheism no <NA>
## 1031 <NA> <NA> no <NA>
## 1032 likes dogs and likes cats hinduism no virgo
## 1033 <NA> <NA> no aquarius
## 1034 has cats <NA> no sagittarius
## 1035 has dogs <NA> no cancer
## 1036 <NA> <NA> no <NA>
## 1037 has dogs and has cats buddhism trying to quit capricorn
## 1038 <NA> catholicism no pisces
## 1039 has dogs and likes cats atheism <NA> leo
## 1040 <NA> agnosticism <NA> capricorn
## 1041 <NA> christianity no gemini
## 1042 <NA> <NA> no leo
## 1043 likes dogs and likes cats <NA> no taurus
## 1044 has dogs other no scorpio
## 1045 <NA> other no leo
## 1046 likes dogs and likes cats agnosticism no aries
## 1047 likes dogs and likes cats atheism no leo
## 1048 likes dogs and likes cats <NA> no aquarius
## 1049 likes dogs <NA> no scorpio
## 1050 likes dogs and likes cats christianity no pisces
## 1051 likes dogs and has cats other yes libra
## 1052 <NA> other no leo
## 1053 likes dogs <NA> no <NA>
## 1054 likes dogs and likes cats <NA> no cancer
## 1055 likes dogs and likes cats judaism <NA> aquarius
## 1056 <NA> judaism when drinking gemini
## 1057 likes dogs and likes cats <NA> no scorpio
## 1058 has dogs and has cats catholicism no capricorn
## 1059 has dogs and likes cats agnosticism no scorpio
## 1060 likes cats <NA> when drinking aries
## 1061 likes dogs and likes cats atheism <NA> gemini
## 1062 likes dogs and likes cats other no libra
## 1063 <NA> <NA> sometimes aquarius
## 1064 likes dogs and likes cats judaism no libra
## 1065 <NA> <NA> no <NA>
## 1066 <NA> agnosticism no leo
## 1067 <NA> <NA> no gemini
## 1068 likes dogs and likes cats judaism trying to quit virgo
## 1069 has dogs <NA> when drinking scorpio
## 1070 has dogs other no <NA>
## 1071 has dogs other sometimes scorpio
## 1072 <NA> <NA> no aquarius
## 1073 <NA> <NA> no aquarius
## 1074 likes dogs and likes cats atheism no virgo
## 1075 has cats <NA> no virgo
## 1076 likes dogs and likes cats <NA> no aquarius
## 1077 has cats christianity no <NA>
## 1078 <NA> judaism no capricorn
## 1079 <NA> <NA> no <NA>
## 1080 likes dogs catholicism no capricorn
## 1081 likes dogs and likes cats atheism no capricorn
## 1082 has dogs <NA> no <NA>
## 1083 has dogs and dislikes cats christianity no aries
## 1084 <NA> <NA> no <NA>
## 1085 likes dogs and has cats other no pisces
## 1086 likes dogs and dislikes cats atheism no libra
## 1087 has dogs and likes cats agnosticism no leo
## 1088 likes dogs and likes cats <NA> no capricorn
## 1089 <NA> <NA> sometimes cancer
## 1090 <NA> other no <NA>
## 1091 likes dogs <NA> no <NA>
## 1092 <NA> <NA> no capricorn
## 1093 <NA> <NA> <NA> leo
## 1094 likes cats other no aries
## 1095 has cats <NA> no libra
## 1096 likes dogs and likes cats other no pisces
## 1097 likes dogs and dislikes cats catholicism no aquarius
## 1098 <NA> <NA> <NA> <NA>
## 1099 likes dogs and has cats agnosticism no taurus
## 1100 <NA> <NA> <NA> <NA>
## 1101 has dogs and likes cats judaism no taurus
## 1102 <NA> <NA> no <NA>
## 1103 has dogs christianity no gemini
## 1104 likes dogs agnosticism no virgo
## 1105 <NA> <NA> no <NA>
## 1106 <NA> <NA> when drinking scorpio
## 1107 likes dogs and likes cats atheism no leo
## 1108 likes dogs and likes cats other no sagittarius
## 1109 has dogs other no sagittarius
## 1110 has dogs and likes cats agnosticism yes taurus
## 1111 likes dogs and likes cats agnosticism when drinking <NA>
## 1112 has dogs and dislikes cats atheism no sagittarius
## 1113 <NA> judaism no leo
## 1114 likes dogs and likes cats <NA> no capricorn
## 1115 <NA> <NA> no <NA>
## 1116 <NA> atheism no <NA>
## 1117 likes dogs judaism no taurus
## 1118 <NA> agnosticism no <NA>
## 1119 <NA> <NA> <NA> leo
## 1120 likes dogs and likes cats atheism no capricorn
## 1121 <NA> atheism when drinking aries
## 1122 likes dogs and likes cats agnosticism no cancer
## 1123 likes dogs and likes cats agnosticism no cancer
## 1124 <NA> <NA> <NA> <NA>
## 1125 <NA> catholicism no cancer
## 1126 likes dogs and likes cats <NA> <NA> aquarius
## 1127 has dogs <NA> <NA> <NA>
## 1128 likes dogs and has cats <NA> <NA> cancer
## 1129 likes dogs and dislikes cats agnosticism no cancer
## 1130 likes dogs and dislikes cats christianity no gemini
## 1131 <NA> <NA> no sagittarius
## 1132 has dogs islam no scorpio
## 1133 likes dogs and likes cats <NA> no aquarius
## 1134 likes dogs and has cats buddhism no pisces
## 1135 has dogs and likes cats agnosticism no aquarius
## 1136 <NA> <NA> <NA> gemini
## 1137 likes dogs and dislikes cats atheism no scorpio
## 1138 likes dogs and likes cats <NA> trying to quit aquarius
## 1139 likes dogs and has cats other no <NA>
## 1140 <NA> other no libra
## 1141 has cats agnosticism no pisces
## 1142 has dogs <NA> no libra
## 1143 likes dogs <NA> no aquarius
## 1144 <NA> agnosticism no gemini
## 1145 has dogs and has cats atheism no capricorn
## 1146 likes dogs and has cats other no cancer
## 1147 has dogs atheism no aries
## 1148 likes dogs and likes cats judaism no leo
## 1149 likes dogs and has cats agnosticism no gemini
## 1150 has dogs and likes cats <NA> sometimes capricorn
## 1151 <NA> <NA> <NA> aries
## 1152 likes dogs and likes cats atheism no sagittarius
## 1153 <NA> <NA> no gemini
## 1154 likes dogs and likes cats agnosticism when drinking leo
## 1155 likes dogs <NA> no <NA>
## 1156 <NA> atheism no leo
## 1157 likes dogs and likes cats agnosticism no <NA>
## 1158 likes dogs and has cats agnosticism no gemini
## 1159 likes dogs and likes cats agnosticism when drinking taurus
## 1160 <NA> <NA> no <NA>
## 1161 likes dogs <NA> no aquarius
## 1162 dislikes dogs other no <NA>
## 1163 <NA> other <NA> gemini
## 1164 has dogs and likes cats atheism no <NA>
## 1165 <NA> <NA> <NA> leo
## 1166 likes dogs and likes cats other no leo
## 1167 likes dogs and likes cats buddhism no leo
## 1168 likes dogs <NA> no cancer
## 1169 <NA> other when drinking aquarius
## 1170 likes dogs catholicism <NA> scorpio
## 1171 likes dogs hinduism no <NA>
## 1172 likes dogs and likes cats other no aries
## 1173 likes dogs christianity no sagittarius
## 1174 likes dogs and likes cats <NA> yes sagittarius
## 1175 likes dogs <NA> no aries
## 1176 likes cats atheism no taurus
## 1177 <NA> christianity no aquarius
## 1178 likes cats agnosticism no taurus
## 1179 <NA> agnosticism no <NA>
## 1180 likes dogs buddhism <NA> aries
## 1181 likes dogs christianity no taurus
## 1182 has dogs catholicism no <NA>
## 1183 likes dogs and likes cats <NA> no <NA>
## 1184 likes dogs and dislikes cats atheism no libra
## 1185 likes dogs and has cats other no pisces
## 1186 likes dogs and likes cats christianity no taurus
## 1187 likes dogs and likes cats catholicism no gemini
## 1188 has dogs and dislikes cats <NA> no capricorn
## 1189 <NA> atheism no libra
## 1190 <NA> <NA> no virgo
## 1191 <NA> atheism no sagittarius
## 1192 has dogs hinduism no aries
## 1193 likes dogs and likes cats agnosticism no pisces
## 1194 <NA> <NA> no libra
## 1195 likes dogs and likes cats judaism no <NA>
## 1196 likes dogs and likes cats agnosticism no <NA>
## 1197 <NA> atheism no taurus
## 1198 has dogs and likes cats <NA> no gemini
## 1199 likes dogs and likes cats <NA> <NA> pisces
## 1200 <NA> <NA> no <NA>
## 1201 likes dogs <NA> yes virgo
## 1202 <NA> <NA> <NA> cancer
## 1203 has dogs and likes cats agnosticism no aquarius
## 1204 <NA> agnosticism no virgo
## 1205 <NA> judaism <NA> <NA>
## 1206 <NA> other no sagittarius
## 1207 has dogs and likes cats christianity no scorpio
## 1208 <NA> <NA> no libra
## 1209 likes dogs and likes cats agnosticism no taurus
## 1210 <NA> <NA> no <NA>
## 1211 likes dogs and likes cats atheism no gemini
## 1212 likes dogs and likes cats christianity <NA> capricorn
## 1213 likes dogs and likes cats agnosticism no libra
## 1214 <NA> <NA> no <NA>
## 1215 <NA> <NA> no aquarius
## 1216 likes dogs and has cats <NA> no cancer
## 1217 has dogs <NA> no aquarius
## 1218 likes dogs and likes cats <NA> no scorpio
## 1219 likes dogs and likes cats judaism no taurus
## 1220 likes dogs and likes cats <NA> sometimes libra
## 1221 likes dogs and likes cats judaism no <NA>
## 1222 likes dogs <NA> no virgo
## 1223 likes dogs and has cats atheism yes taurus
## 1224 <NA> agnosticism no cancer
## 1225 <NA> <NA> no scorpio
## 1226 has dogs and likes cats <NA> no virgo
## 1227 likes dogs and likes cats atheism when drinking leo
## 1228 <NA> <NA> <NA> <NA>
## 1229 <NA> <NA> no sagittarius
## 1230 likes dogs and likes cats <NA> no leo
## 1231 likes dogs and likes cats <NA> no aries
## 1232 <NA> <NA> no taurus
## 1233 likes dogs and has cats judaism no aquarius
## 1234 <NA> <NA> no <NA>
## 1235 likes dogs and dislikes cats agnosticism no <NA>
## 1236 likes dogs <NA> no leo
## 1237 has dogs and has cats <NA> no leo
## 1238 likes dogs christianity no virgo
## 1239 likes dogs and has cats agnosticism no cancer
## 1240 <NA> christianity sometimes aries
## 1241 likes dogs and likes cats atheism when drinking pisces
## 1242 likes dogs and likes cats buddhism no gemini
## 1243 <NA> <NA> no <NA>
## 1244 <NA> <NA> no taurus
## 1245 <NA> atheism no cancer
## 1246 likes dogs and likes cats atheism no pisces
## 1247 likes dogs and likes cats atheism no capricorn
## 1248 likes dogs and has cats atheism no libra
## 1249 likes dogs and likes cats other no leo
## 1250 likes dogs buddhism no aquarius
## 1251 likes dogs and has cats atheism no scorpio
## 1252 <NA> catholicism no capricorn
## 1253 <NA> <NA> <NA> <NA>
## 1254 likes dogs and has cats other <NA> leo
## 1255 likes dogs and has cats christianity no aries
## 1256 likes cats atheism no <NA>
## 1257 likes dogs and likes cats <NA> no <NA>
## 1258 likes dogs catholicism no cancer
## 1259 has dogs and has cats catholicism sometimes virgo
## 1260 has dogs and likes cats <NA> when drinking libra
## 1261 likes dogs <NA> no aquarius
## 1262 <NA> agnosticism no aries
## 1263 has dogs and dislikes cats atheism no <NA>
## 1264 has dogs and has cats <NA> no virgo
## 1265 likes dogs and dislikes cats judaism no <NA>
## 1266 likes dogs and likes cats buddhism no cancer
## 1267 likes dogs and likes cats agnosticism when drinking cancer
## 1268 has dogs agnosticism no leo
## 1269 <NA> atheism no capricorn
## 1270 likes dogs agnosticism no aquarius
## 1271 has dogs catholicism no libra
## 1272 likes dogs and has cats catholicism no sagittarius
## 1273 <NA> <NA> no aries
## 1274 has dogs <NA> no cancer
## 1275 <NA> agnosticism no capricorn
## 1276 <NA> <NA> <NA> aries
## 1277 has dogs and has cats christianity no aquarius
## 1278 has dogs <NA> no gemini
## 1279 likes dogs and likes cats <NA> <NA> gemini
## 1280 has dogs <NA> no <NA>
## 1281 has dogs <NA> no cancer
## 1282 <NA> atheism no cancer
## 1283 likes dogs other no sagittarius
## 1284 likes dogs and likes cats christianity no taurus
## 1285 likes dogs and has cats catholicism no sagittarius
## 1286 has dogs and likes cats judaism no <NA>
## 1287 likes dogs judaism no <NA>
## 1288 has dogs buddhism sometimes aquarius
## 1289 <NA> <NA> <NA> <NA>
## 1290 <NA> <NA> no leo
## 1291 has cats buddhism no aquarius
## 1292 <NA> <NA> no aries
## 1293 <NA> buddhism no <NA>
## 1294 <NA> christianity <NA> virgo
## 1295 likes dogs and likes cats other no <NA>
## 1296 likes dogs and likes cats atheism <NA> sagittarius
## 1297 likes dogs and dislikes cats <NA> no pisces
## 1298 likes dogs buddhism no taurus
## 1299 has dogs and likes cats agnosticism no pisces
## 1300 <NA> <NA> no scorpio
## 1301 <NA> catholicism no capricorn
## 1302 <NA> other when drinking capricorn
## 1303 likes dogs and likes cats other no libra
## 1304 likes dogs and likes cats agnosticism no aries
## 1305 likes dogs and likes cats other no pisces
## 1306 likes dogs and likes cats other no sagittarius
## 1307 <NA> atheism no <NA>
## 1308 likes dogs and likes cats buddhism no gemini
## 1309 likes dogs and likes cats <NA> no virgo
## 1310 likes dogs other no cancer
## 1311 has dogs agnosticism no capricorn
## 1312 <NA> atheism no cancer
## 1313 <NA> <NA> no <NA>
## 1314 likes dogs and likes cats other no taurus
## 1315 <NA> <NA> no pisces
## 1316 likes dogs and has cats christianity no leo
## 1317 <NA> agnosticism sometimes leo
## 1318 likes cats agnosticism no gemini
## 1319 <NA> <NA> no leo
## 1320 likes dogs and likes cats other no scorpio
## 1321 likes dogs and has cats atheism no sagittarius
## 1322 likes dogs christianity yes capricorn
## 1323 has dogs and dislikes cats other no gemini
## 1324 likes dogs and likes cats christianity no capricorn
## 1325 likes dogs and has cats judaism no pisces
## 1326 likes dogs and likes cats agnosticism no gemini
## 1327 likes dogs <NA> <NA> cancer
## 1328 <NA> hinduism no pisces
## 1329 likes dogs and likes cats agnosticism no sagittarius
## 1330 likes dogs hinduism no capricorn
## 1331 <NA> <NA> no aries
## 1332 <NA> hinduism no aries
## 1333 <NA> agnosticism no capricorn
## 1334 likes dogs judaism no pisces
## 1335 has dogs and likes cats atheism no <NA>
## 1336 <NA> <NA> no gemini
## 1337 likes dogs atheism no leo
## 1338 likes dogs and likes cats other no virgo
## 1339 <NA> <NA> <NA> <NA>
## 1340 has dogs and likes cats agnosticism no sagittarius
## 1341 <NA> hinduism no libra
## 1342 likes dogs and likes cats <NA> <NA> pisces
## 1343 likes dogs judaism no virgo
## 1344 <NA> <NA> no <NA>
## 1345 likes dogs and likes cats agnosticism no libra
## 1346 <NA> <NA> <NA> cancer
## 1347 likes dogs and dislikes cats <NA> no sagittarius
## 1348 <NA> <NA> trying to quit libra
## 1349 likes dogs and likes cats agnosticism no pisces
## 1350 <NA> other no aries
## 1351 likes dogs christianity no aquarius
## 1352 <NA> agnosticism no aquarius
## 1353 has dogs agnosticism no virgo
## 1354 <NA> <NA> no scorpio
## 1355 likes dogs judaism no aquarius
## 1356 <NA> catholicism no aries
## 1357 likes dogs and likes cats other no leo
## 1358 likes dogs and likes cats agnosticism sometimes aquarius
## 1359 has dogs and likes cats atheism no scorpio
## 1360 <NA> <NA> no <NA>
## 1361 likes cats atheism no scorpio
## 1362 likes dogs <NA> no <NA>
## 1363 <NA> <NA> <NA> virgo
## 1364 likes dogs and likes cats atheism no cancer
## 1365 likes dogs and likes cats agnosticism no leo
## 1366 likes dogs and likes cats agnosticism no leo
## 1367 <NA> atheism no libra
## 1368 <NA> christianity no gemini
## 1369 <NA> catholicism no sagittarius
## 1370 likes dogs and likes cats atheism when drinking libra
## 1371 likes dogs and has cats catholicism no virgo
## 1372 <NA> <NA> no scorpio
## 1373 <NA> christianity no <NA>
## 1374 <NA> agnosticism no aquarius
## 1375 has dogs and likes cats agnosticism no cancer
## 1376 has dogs <NA> <NA> libra
## 1377 <NA> <NA> <NA> taurus
## 1378 <NA> agnosticism no cancer
## 1379 has dogs <NA> no capricorn
## 1380 likes dogs and likes cats atheism sometimes aries
## 1381 <NA> <NA> <NA> capricorn
## 1382 <NA> <NA> <NA> <NA>
## 1383 likes dogs and likes cats agnosticism when drinking capricorn
## 1384 likes dogs and likes cats <NA> no sagittarius
## 1385 has dogs and likes cats buddhism no pisces
## 1386 likes dogs <NA> no virgo
## 1387 <NA> atheism sometimes cancer
## 1388 has cats other no cancer
## 1389 has dogs <NA> <NA> <NA>
## 1390 likes dogs and likes cats judaism no aries
## 1391 <NA> hinduism no virgo
## 1392 <NA> <NA> sometimes taurus
## 1393 likes dogs and has cats agnosticism sometimes virgo
## 1394 <NA> <NA> when drinking gemini
## 1395 <NA> agnosticism no virgo
## 1396 <NA> catholicism no cancer
## 1397 <NA> <NA> no aries
## 1398 likes dogs <NA> no gemini
## 1399 likes dogs and likes cats buddhism no leo
## 1400 <NA> christianity <NA> aries
## 1401 likes dogs <NA> no cancer
## 1402 likes dogs and dislikes cats judaism when drinking leo
## 1403 likes cats buddhism no scorpio
## 1404 likes dogs and has cats agnosticism no leo
## 1405 likes dogs and likes cats other when drinking leo
## 1406 likes dogs and likes cats other no capricorn
## 1407 <NA> <NA> <NA> aries
## 1408 has cats agnosticism no <NA>
## 1409 likes cats <NA> when drinking gemini
## 1410 has dogs catholicism no libra
## 1411 <NA> <NA> no <NA>
## 1412 likes dogs and likes cats agnosticism no scorpio
## 1413 <NA> <NA> no aries
## 1414 likes dogs and likes cats judaism no leo
## 1415 has cats other no aries
## 1416 likes dogs buddhism no aries
## 1417 likes dogs buddhism no aries
## 1418 likes dogs and likes cats other no libra
## 1419 likes dogs and has cats buddhism no gemini
## 1420 likes dogs and likes cats christianity no <NA>
## 1421 likes dogs atheism no <NA>
## 1422 likes dogs and likes cats other trying to quit leo
## 1423 likes dogs and has cats <NA> trying to quit gemini
## 1424 <NA> <NA> <NA> <NA>
## 1425 likes dogs <NA> when drinking leo
## 1426 likes dogs and has cats atheism no aquarius
## 1427 <NA> other no libra
## 1428 has dogs <NA> no capricorn
## 1429 likes dogs <NA> no sagittarius
## 1430 likes dogs agnosticism no capricorn
## 1431 <NA> <NA> when drinking gemini
## 1432 <NA> agnosticism no <NA>
## 1433 has dogs and has cats catholicism no leo
## 1434 <NA> agnosticism <NA> aries
## 1435 likes dogs and likes cats atheism no leo
## 1436 <NA> christianity no pisces
## 1437 likes dogs and likes cats christianity no aries
## 1438 <NA> <NA> sometimes <NA>
## 1439 has dogs <NA> when drinking capricorn
## 1440 has dogs buddhism no sagittarius
## 1441 <NA> <NA> <NA> leo
## 1442 <NA> agnosticism sometimes leo
## 1443 <NA> judaism yes capricorn
## 1444 <NA> <NA> no <NA>
## 1445 <NA> <NA> no <NA>
## 1446 likes dogs and likes cats other no cancer
## 1447 likes dogs and likes cats catholicism no libra
## 1448 <NA> <NA> no <NA>
## 1449 <NA> catholicism no sagittarius
## 1450 has dogs and likes cats atheism no cancer
## 1451 likes dogs atheism <NA> <NA>
## 1452 has cats agnosticism when drinking virgo
## 1453 <NA> atheism no pisces
## 1454 has dogs atheism <NA> scorpio
## 1455 <NA> <NA> no aries
## 1456 has dogs judaism no taurus
## 1457 <NA> <NA> no aries
## 1458 <NA> agnosticism no scorpio
## 1459 likes dogs and likes cats christianity no libra
## 1460 has dogs and has cats atheism no leo
## 1461 has dogs <NA> no <NA>
## 1462 likes dogs and likes cats atheism no aries
## 1463 likes dogs and has cats agnosticism no capricorn
## 1464 <NA> catholicism no aquarius
## 1465 <NA> other no cancer
## 1466 likes dogs and likes cats agnosticism yes sagittarius
## 1467 <NA> agnosticism no taurus
## 1468 likes dogs and likes cats atheism no <NA>
## 1469 likes dogs <NA> no gemini
## 1470 <NA> <NA> no taurus
## 1471 <NA> <NA> yes scorpio
## 1472 likes dogs and likes cats agnosticism no leo
## 1473 <NA> christianity no virgo
## 1474 <NA> catholicism no capricorn
## 1475 likes dogs and likes cats other no scorpio
## 1476 has dogs and has cats other no aries
## 1477 <NA> <NA> sometimes virgo
## 1478 likes dogs and likes cats <NA> no sagittarius
## 1479 <NA> catholicism no virgo
## 1480 likes dogs and likes cats atheism no pisces
## 1481 <NA> judaism no aries
## 1482 <NA> judaism <NA> scorpio
## 1483 has dogs catholicism no gemini
## 1484 likes dogs and likes cats <NA> sometimes pisces
## 1485 likes dogs buddhism no virgo
## 1486 <NA> <NA> no <NA>
## 1487 likes dogs and likes cats <NA> no capricorn
## 1488 <NA> hinduism no cancer
## 1489 <NA> <NA> <NA> capricorn
## 1490 <NA> christianity no <NA>
## 1491 likes dogs and likes cats <NA> no leo
## 1492 has cats christianity no leo
## 1493 <NA> catholicism yes taurus
## 1494 likes dogs <NA> no taurus
## 1495 <NA> <NA> no <NA>
## 1496 likes dogs and likes cats catholicism no aries
## 1497 likes dogs and likes cats <NA> no <NA>
## 1498 <NA> christianity no leo
## 1499 likes dogs and likes cats agnosticism no aquarius
## 1500 has dogs <NA> no cancer
## 1501 likes dogs and likes cats christianity no taurus
## 1502 likes dogs and likes cats agnosticism no pisces
## 1503 <NA> <NA> no <NA>
## 1504 likes dogs and likes cats agnosticism no aries
## 1505 <NA> <NA> no <NA>
## 1506 likes dogs atheism no <NA>
## 1507 has dogs <NA> no capricorn
## 1508 <NA> christianity no <NA>
## 1509 <NA> catholicism no leo
## 1510 <NA> agnosticism no <NA>
## 1511 likes dogs catholicism no aries
## 1512 likes dogs and dislikes cats christianity no capricorn
## 1513 likes dogs and likes cats judaism no pisces
## 1514 likes dogs and likes cats agnosticism no virgo
## 1515 has dogs agnosticism no taurus
## 1516 likes dogs and likes cats catholicism no aries
## 1517 <NA> <NA> <NA> <NA>
## 1518 likes dogs other no aquarius
## 1519 <NA> <NA> no <NA>
## 1520 likes dogs and likes cats <NA> no virgo
## 1521 likes dogs and likes cats <NA> no cancer
## 1522 has dogs and likes cats agnosticism no capricorn
## 1523 has dogs and has cats agnosticism no virgo
## 1524 likes dogs and likes cats judaism <NA> cancer
## 1525 has cats catholicism no scorpio
## 1526 likes dogs and has cats atheism no scorpio
## 1527 likes dogs and likes cats other when drinking aries
## 1528 <NA> <NA> no libra
## 1529 has dogs agnosticism no gemini
## 1530 likes dogs and has cats agnosticism no leo
## 1531 likes dogs and likes cats <NA> <NA> pisces
## 1532 likes dogs and likes cats agnosticism no leo
## 1533 <NA> <NA> no libra
## 1534 likes dogs <NA> when drinking scorpio
## 1535 likes dogs <NA> no pisces
## 1536 likes dogs catholicism no <NA>
## 1537 likes dogs atheism <NA> cancer
## 1538 likes dogs atheism no libra
## 1539 <NA> atheism trying to quit <NA>
## 1540 has dogs <NA> sometimes <NA>
## 1541 likes dogs and dislikes cats agnosticism no cancer
## 1542 likes dogs and likes cats agnosticism no aquarius
## 1543 <NA> <NA> no <NA>
## 1544 <NA> <NA> <NA> cancer
## 1545 likes dogs atheism no taurus
## 1546 likes dogs and likes cats judaism no taurus
## 1547 likes dogs <NA> no pisces
## 1548 likes dogs and likes cats judaism no pisces
## 1549 likes dogs judaism no virgo
## 1550 <NA> agnosticism no gemini
## 1551 <NA> <NA> <NA> <NA>
## 1552 likes dogs <NA> no virgo
## 1553 has dogs and likes cats judaism <NA> sagittarius
## 1554 likes dogs <NA> no libra
## 1555 has dogs agnosticism no scorpio
## 1556 <NA> judaism no <NA>
## 1557 likes dogs and likes cats agnosticism <NA> aries
## 1558 likes dogs judaism no aquarius
## 1559 <NA> <NA> when drinking sagittarius
## 1560 <NA> <NA> <NA> <NA>
## 1561 likes dogs and likes cats agnosticism when drinking aries
## 1562 likes dogs and dislikes cats agnosticism no aries
## 1563 has dogs atheism no cancer
## 1564 likes dogs and likes cats agnosticism sometimes libra
## 1565 likes dogs and likes cats <NA> no sagittarius
## 1566 <NA> other no leo
## 1567 <NA> christianity no libra
## 1568 likes dogs atheism no scorpio
## 1569 likes dogs agnosticism no libra
## 1570 likes dogs judaism no virgo
## 1571 has dogs buddhism <NA> cancer
## 1572 likes dogs and likes cats <NA> <NA> <NA>
## 1573 has dogs and likes cats other when drinking scorpio
## 1574 likes dogs and likes cats agnosticism no capricorn
## 1575 <NA> <NA> <NA> aquarius
## 1576 <NA> <NA> no <NA>
## 1577 <NA> atheism when drinking <NA>
## 1578 likes dogs and likes cats <NA> no gemini
## 1579 likes cats <NA> no <NA>
## 1580 likes dogs and likes cats catholicism no <NA>
## 1581 likes dogs and has cats <NA> trying to quit taurus
## 1582 likes dogs and likes cats other when drinking aries
## 1583 <NA> catholicism no <NA>
## 1584 <NA> other no gemini
## 1585 <NA> agnosticism no <NA>
## 1586 likes dogs atheism <NA> leo
## 1587 likes dogs and likes cats judaism no aries
## 1588 likes dogs and likes cats other no virgo
## 1589 likes dogs and likes cats <NA> no cancer
## 1590 <NA> other no sagittarius
## 1591 likes dogs and likes cats other sometimes aquarius
## 1592 has dogs atheism <NA> <NA>
## 1593 has dogs and likes cats buddhism no aries
## 1594 <NA> <NA> no taurus
## 1595 likes dogs and likes cats atheism no capricorn
## 1596 <NA> other no sagittarius
## 1597 <NA> <NA> no <NA>
## 1598 <NA> judaism no sagittarius
## 1599 likes dogs and has cats atheism no aquarius
## 1600 likes dogs and likes cats other no virgo
## 1601 <NA> agnosticism no virgo
## 1602 <NA> <NA> no aquarius
## 1603 has dogs and likes cats <NA> sometimes pisces
## 1604 likes dogs <NA> no <NA>
## 1605 has dogs atheism sometimes taurus
## 1606 has dogs and likes cats <NA> sometimes leo
## 1607 likes dogs and likes cats other no sagittarius
## 1608 <NA> <NA> no <NA>
## 1609 likes dogs and has cats atheism no aquarius
## 1610 likes dogs christianity no leo
## 1611 likes dogs and has cats other no pisces
## 1612 likes dogs and likes cats atheism no sagittarius
## 1613 likes dogs and has cats agnosticism no pisces
## 1614 likes dogs and likes cats other when drinking <NA>
## 1615 has dogs catholicism no taurus
## 1616 likes dogs and likes cats <NA> yes libra
## 1617 likes cats atheism trying to quit scorpio
## 1618 has dogs and has cats <NA> no cancer
## 1619 likes dogs other when drinking leo
## 1620 <NA> atheism no <NA>
## 1621 likes dogs and likes cats atheism no taurus
## 1622 <NA> other when drinking gemini
## 1623 likes dogs <NA> no leo
## 1624 <NA> hinduism <NA> taurus
## 1625 likes dogs hinduism <NA> aquarius
## 1626 likes dogs and likes cats <NA> no virgo
## 1627 has dogs christianity <NA> <NA>
## 1628 <NA> <NA> no virgo
## 1629 likes dogs and likes cats agnosticism no <NA>
## 1630 likes dogs and likes cats <NA> no cancer
## 1631 <NA> christianity no <NA>
## 1632 <NA> <NA> sometimes pisces
## 1633 likes dogs and has cats atheism no sagittarius
## 1634 likes dogs <NA> <NA> gemini
## 1635 likes dogs other <NA> capricorn
## 1636 likes dogs and likes cats catholicism when drinking capricorn
## 1637 has dogs and likes cats agnosticism no cancer
## 1638 <NA> judaism no aries
## 1639 likes dogs catholicism no sagittarius
## 1640 has dogs agnosticism no capricorn
## 1641 likes dogs atheism no sagittarius
## 1642 likes dogs and likes cats <NA> no scorpio
## 1643 dislikes dogs and likes cats other yes taurus
## 1644 likes dogs atheism when drinking gemini
## 1645 <NA> agnosticism no <NA>
## 1646 likes dogs and likes cats catholicism no <NA>
## 1647 dislikes dogs and has cats <NA> no sagittarius
## 1648 likes dogs <NA> no leo
## 1649 <NA> <NA> no <NA>
## 1650 likes dogs and likes cats hinduism no gemini
## 1651 likes dogs catholicism no gemini
## 1652 likes dogs and likes cats <NA> <NA> capricorn
## 1653 has cats <NA> no sagittarius
## 1654 has dogs judaism no aquarius
## 1655 <NA> <NA> sometimes <NA>
## 1656 likes dogs and likes cats atheism no taurus
## 1657 likes dogs and has cats <NA> <NA> cancer
## 1658 likes dogs and likes cats <NA> no leo
## 1659 likes dogs and likes cats catholicism no <NA>
## 1660 <NA> buddhism no sagittarius
## 1661 <NA> atheism <NA> cancer
## 1662 <NA> hinduism no libra
## 1663 likes dogs and likes cats <NA> <NA> capricorn
## 1664 <NA> atheism when drinking <NA>
## 1665 likes dogs catholicism no <NA>
## 1666 dislikes dogs and dislikes cats christianity no gemini
## 1667 dislikes dogs and has cats islam when drinking pisces
## 1668 likes dogs agnosticism no pisces
## 1669 likes dogs and likes cats judaism no capricorn
## 1670 <NA> <NA> <NA> <NA>
## 1671 likes dogs and has cats <NA> no leo
## 1672 likes dogs and likes cats atheism no virgo
## 1673 <NA> christianity no gemini
## 1674 likes dogs christianity no capricorn
## 1675 likes dogs and has cats atheism when drinking capricorn
## 1676 likes dogs agnosticism no leo
## 1677 <NA> <NA> no libra
## 1678 likes dogs and likes cats other no leo
## 1679 <NA> <NA> no <NA>
## 1680 likes dogs christianity no aries
## 1681 dislikes cats other when drinking aries
## 1682 likes dogs and likes cats atheism no virgo
## 1683 likes dogs and likes cats atheism no taurus
## 1684 likes dogs judaism no aries
## 1685 <NA> other no taurus
## 1686 <NA> <NA> no aries
## 1687 likes dogs judaism no libra
## 1688 has dogs agnosticism when drinking scorpio
## 1689 has dogs <NA> no sagittarius
## 1690 <NA> atheism no gemini
## 1691 likes dogs and likes cats agnosticism no scorpio
## 1692 likes dogs and likes cats <NA> no capricorn
## 1693 has dogs christianity no pisces
## 1694 likes dogs <NA> no virgo
## 1695 has dogs catholicism no sagittarius
## 1696 likes dogs and has cats <NA> yes aquarius
## 1697 has dogs and has cats buddhism when drinking taurus
## 1698 has dogs catholicism no aquarius
## 1699 <NA> atheism no virgo
## 1700 <NA> catholicism no aries
## 1701 <NA> <NA> trying to quit virgo
## 1702 likes dogs and likes cats christianity no libra
## 1703 has dogs and likes cats <NA> no <NA>
## 1704 <NA> <NA> when drinking cancer
## 1705 <NA> buddhism no leo
## 1706 has dogs and dislikes cats christianity no taurus
## 1707 has dogs and has cats christianity no taurus
## 1708 likes dogs <NA> no libra
## 1709 has dogs buddhism when drinking sagittarius
## 1710 likes dogs and likes cats christianity no virgo
## 1711 <NA> <NA> no aries
## 1712 likes dogs and likes cats <NA> no scorpio
## 1713 <NA> <NA> no pisces
## 1714 has cats agnosticism sometimes gemini
## 1715 likes dogs catholicism no scorpio
## 1716 has dogs and dislikes cats atheism when drinking leo
## 1717 likes dogs and dislikes cats <NA> no virgo
## 1718 has dogs and has cats atheism sometimes aquarius
## 1719 <NA> <NA> no <NA>
## 1720 likes dogs and likes cats catholicism no scorpio
## 1721 likes dogs judaism no scorpio
## 1722 has dogs <NA> no scorpio
## 1723 likes dogs and likes cats <NA> no capricorn
## 1724 likes dogs and likes cats other no leo
## 1725 <NA> <NA> no <NA>
## 1726 likes dogs and likes cats christianity when drinking aquarius
## 1727 likes dogs <NA> no leo
## 1728 likes cats atheism trying to quit aries
## 1729 <NA> hinduism no scorpio
## 1730 likes dogs and likes cats buddhism no <NA>
## 1731 <NA> <NA> no <NA>
## 1732 <NA> <NA> <NA> <NA>
## 1733 likes dogs and likes cats agnosticism no gemini
## 1734 likes dogs and likes cats <NA> no <NA>
## 1735 <NA> <NA> <NA> sagittarius
## 1736 likes dogs atheism no aries
## 1737 likes dogs and likes cats <NA> no <NA>
## 1738 likes dogs and likes cats <NA> <NA> virgo
## 1739 likes dogs and likes cats atheism no taurus
## 1740 has dogs and has cats <NA> no aquarius
## 1741 <NA> judaism no libra
## 1742 likes dogs and likes cats judaism no cancer
## 1743 <NA> <NA> <NA> <NA>
## 1744 likes dogs <NA> no aries
## 1745 likes dogs agnosticism no aries
## 1746 has dogs <NA> no scorpio
## 1747 likes dogs agnosticism when drinking virgo
## 1748 <NA> other no libra
## 1749 has dogs <NA> no leo
## 1750 likes dogs and has cats judaism no scorpio
## 1751 likes dogs and likes cats christianity no pisces
## 1752 likes dogs and dislikes cats catholicism no pisces
## 1753 likes dogs and likes cats catholicism no aries
## 1754 <NA> christianity no capricorn
## 1755 likes dogs and likes cats <NA> no cancer
## 1756 has dogs and likes cats agnosticism no scorpio
## 1757 <NA> judaism no aries
## 1758 likes dogs and likes cats agnosticism no aquarius
## 1759 likes dogs and has cats other sometimes leo
## 1760 likes dogs and likes cats <NA> when drinking capricorn
## 1761 likes dogs and likes cats other no cancer
## 1762 has dogs catholicism no sagittarius
## 1763 likes dogs and likes cats agnosticism no aries
## 1764 <NA> atheism no gemini
## 1765 <NA> <NA> no <NA>
## 1766 <NA> catholicism <NA> virgo
## 1767 likes dogs and likes cats christianity no capricorn
## 1768 <NA> <NA> <NA> <NA>
## 1769 <NA> islam no libra
## 1770 likes dogs and has cats judaism trying to quit leo
## 1771 <NA> <NA> no pisces
## 1772 has cats <NA> yes aries
## 1773 <NA> <NA> no <NA>
## 1774 has dogs and dislikes cats catholicism no aries
## 1775 likes dogs and likes cats agnosticism no gemini
## 1776 likes dogs and likes cats agnosticism no aquarius
## 1777 <NA> other no leo
## 1778 <NA> atheism no virgo
## 1779 likes dogs atheism no <NA>
## 1780 <NA> <NA> no <NA>
## 1781 likes dogs and dislikes cats atheism no scorpio
## 1782 likes dogs <NA> no virgo
## 1783 <NA> atheism no virgo
## 1784 likes dogs and has cats agnosticism no aries
## 1785 has dogs catholicism no leo
## 1786 <NA> <NA> no <NA>
## 1787 <NA> <NA> no gemini
## 1788 likes dogs and likes cats catholicism no sagittarius
## 1789 likes dogs agnosticism no <NA>
## 1790 likes dogs and dislikes cats atheism no aquarius
## 1791 <NA> other no sagittarius
## 1792 <NA> other no sagittarius
## 1793 has dogs and likes cats judaism when drinking libra
## 1794 has dogs christianity no aquarius
## 1795 likes dogs and likes cats other <NA> gemini
## 1796 <NA> <NA> <NA> <NA>
## 1797 has cats other yes sagittarius
## 1798 has dogs and has cats atheism no virgo
## 1799 likes dogs and likes cats atheism no virgo
## 1800 likes dogs and likes cats buddhism when drinking cancer
## 1801 likes dogs agnosticism no <NA>
## 1802 likes dogs and likes cats agnosticism yes aries
## 1803 <NA> <NA> no <NA>
## 1804 likes dogs and likes cats <NA> no sagittarius
## 1805 <NA> judaism no aries
## 1806 likes dogs and likes cats atheism <NA> leo
## 1807 <NA> catholicism no libra
## 1808 has dogs and likes cats atheism no aries
## 1809 likes dogs and likes cats christianity no cancer
## 1810 <NA> <NA> no <NA>
## 1811 likes dogs and likes cats atheism no sagittarius
## 1812 <NA> agnosticism no aries
## 1813 likes dogs and likes cats <NA> no <NA>
## 1814 <NA> <NA> no aquarius
## 1815 has dogs atheism no virgo
## 1816 likes dogs and has cats agnosticism sometimes gemini
## 1817 likes dogs and likes cats agnosticism no aries
## 1818 <NA> hinduism no libra
## 1819 likes dogs and likes cats <NA> no sagittarius
## 1820 likes dogs judaism no aries
## 1821 likes dogs agnosticism no <NA>
## 1822 <NA> <NA> no <NA>
## 1823 <NA> <NA> no aries
## 1824 has dogs <NA> no cancer
## 1825 has cats agnosticism no aquarius
## 1826 likes dogs and likes cats christianity no leo
## 1827 likes dogs and dislikes cats <NA> no <NA>
## 1828 has dogs <NA> no <NA>
## 1829 likes dogs agnosticism no <NA>
## 1830 likes dogs <NA> sometimes cancer
## 1831 <NA> <NA> no gemini
## 1832 likes dogs <NA> no leo
## 1833 likes dogs and dislikes cats other no capricorn
## 1834 likes dogs and likes cats christianity no gemini
## 1835 likes dogs and likes cats buddhism no aries
## 1836 likes dogs and likes cats buddhism trying to quit gemini
## 1837 likes dogs and has cats other no cancer
## 1838 has dogs <NA> no <NA>
## 1839 likes dogs and likes cats <NA> no taurus
## 1840 <NA> <NA> no cancer
## 1841 <NA> <NA> no <NA>
## 1842 has dogs judaism no gemini
## 1843 has cats agnosticism no <NA>
## 1844 likes dogs agnosticism no virgo
## 1845 <NA> atheism no <NA>
## 1846 likes dogs <NA> no taurus
## 1847 likes dogs <NA> no gemini
## 1848 has cats <NA> no libra
## 1849 likes dogs and likes cats other no leo
## 1850 likes dogs <NA> no capricorn
## 1851 <NA> agnosticism no pisces
## 1852 likes dogs and likes cats agnosticism no gemini
## 1853 <NA> <NA> sometimes <NA>
## 1854 likes dogs and has cats judaism no scorpio
## 1855 likes dogs and likes cats <NA> no sagittarius
## 1856 likes dogs and likes cats other no sagittarius
## 1857 likes dogs and likes cats catholicism no cancer
## 1858 has cats christianity no cancer
## 1859 has dogs <NA> no gemini
## 1860 has dogs other no <NA>
## 1861 likes dogs and dislikes cats agnosticism no capricorn
## 1862 likes dogs and has cats other no capricorn
## 1863 <NA> <NA> no leo
## 1864 likes dogs and likes cats other no aquarius
## 1865 likes dogs <NA> no pisces
## 1866 likes dogs and has cats other no aquarius
## 1867 <NA> agnosticism no aries
## 1868 <NA> christianity no <NA>
## 1869 likes dogs and likes cats atheism when drinking taurus
## 1870 <NA> <NA> <NA> <NA>
## 1871 likes dogs and has cats agnosticism when drinking taurus
## 1872 likes dogs and likes cats agnosticism no <NA>
## 1873 <NA> christianity no <NA>
## 1874 has dogs <NA> <NA> <NA>
## 1875 has cats other trying to quit virgo
## 1876 <NA> atheism no scorpio
## 1877 likes dogs and likes cats catholicism no libra
## 1878 has dogs <NA> no pisces
## 1879 likes dogs and likes cats agnosticism no gemini
## 1880 <NA> <NA> no aries
## 1881 has dogs <NA> <NA> <NA>
## 1882 <NA> christianity no taurus
## 1883 has dogs and has cats other no aquarius
## 1884 likes dogs and has cats atheism no sagittarius
## 1885 likes dogs and likes cats agnosticism no gemini
## 1886 likes dogs judaism no gemini
## 1887 likes dogs christianity no <NA>
## 1888 likes dogs and likes cats <NA> no aries
## 1889 likes dogs and likes cats agnosticism no cancer
## 1890 likes dogs <NA> sometimes leo
## 1891 likes dogs and likes cats <NA> no libra
## 1892 likes dogs and likes cats agnosticism no taurus
## 1893 likes dogs and likes cats christianity <NA> <NA>
## 1894 likes dogs and likes cats christianity no libra
## 1895 <NA> <NA> no leo
## 1896 likes dogs and dislikes cats <NA> no aquarius
## 1897 <NA> buddhism no libra
## 1898 likes dogs judaism no capricorn
## 1899 likes dogs and likes cats judaism no taurus
## 1900 <NA> agnosticism no <NA>
## 1901 likes dogs and likes cats christianity no leo
## 1902 likes dogs hinduism no scorpio
## 1903 likes dogs and likes cats agnosticism no pisces
## 1904 likes dogs and likes cats christianity when drinking aries
## 1905 likes cats other no scorpio
## 1906 <NA> christianity when drinking gemini
## 1907 <NA> <NA> sometimes taurus
## 1908 likes dogs and likes cats <NA> <NA> virgo
## 1909 has dogs and has cats buddhism no gemini
## 1910 likes dogs and likes cats <NA> no gemini
## 1911 likes dogs and likes cats agnosticism no pisces
## 1912 likes dogs and likes cats other no pisces
## 1913 <NA> <NA> no <NA>
## 1914 <NA> <NA> no <NA>
## 1915 likes dogs and likes cats other no libra
## 1916 likes dogs and dislikes cats judaism no virgo
## 1917 <NA> atheism no sagittarius
## 1918 likes dogs <NA> no gemini
## 1919 likes dogs and likes cats judaism no scorpio
## 1920 likes dogs and likes cats <NA> no gemini
## 1921 has dogs agnosticism no <NA>
## 1922 <NA> <NA> no gemini
## 1923 <NA> <NA> <NA> <NA>
## 1924 likes dogs and likes cats agnosticism <NA> sagittarius
## 1925 <NA> <NA> no <NA>
## 1926 <NA> <NA> no <NA>
## 1927 likes cats agnosticism no gemini
## 1928 likes dogs and likes cats <NA> no <NA>
## 1929 <NA> other no aries
## 1930 has dogs and likes cats <NA> no taurus
## 1931 has dogs and likes cats agnosticism no leo
## 1932 has cats <NA> <NA> taurus
## 1933 <NA> atheism no aries
## 1934 likes cats agnosticism no <NA>
## 1935 likes dogs atheism no leo
## 1936 likes dogs and likes cats judaism <NA> <NA>
## 1937 likes dogs and dislikes cats buddhism no leo
## 1938 likes dogs and likes cats atheism no gemini
## 1939 likes dogs and likes cats christianity trying to quit cancer
## 1940 likes dogs and likes cats <NA> no leo
## 1941 dislikes dogs and dislikes cats christianity no <NA>
## 1942 likes dogs and likes cats <NA> no sagittarius
## 1943 likes dogs and likes cats judaism no libra
## 1944 likes dogs and has cats other no virgo
## 1945 <NA> <NA> no <NA>
## 1946 <NA> <NA> when drinking <NA>
## 1947 likes dogs catholicism no libra
## 1948 has dogs judaism no gemini
## 1949 likes dogs and likes cats atheism no aquarius
## 1950 <NA> <NA> no libra
## 1951 likes dogs and likes cats catholicism no aquarius
## 1952 <NA> buddhism no cancer
## 1953 <NA> <NA> <NA> gemini
## 1954 <NA> agnosticism no pisces
## 1955 <NA> christianity no scorpio
## 1956 likes dogs and likes cats <NA> no cancer
## 1957 likes dogs and has cats other trying to quit cancer
## 1958 likes dogs and likes cats christianity no gemini
## 1959 likes dogs other when drinking taurus
## 1960 has dogs <NA> when drinking gemini
## 1961 likes dogs and likes cats other no taurus
## 1962 likes dogs and likes cats other yes taurus
## 1963 has dogs and likes cats <NA> no libra
## 1964 likes dogs and likes cats agnosticism no gemini
## 1965 has dogs and likes cats agnosticism no scorpio
## 1966 likes cats other no leo
## 1967 <NA> <NA> sometimes scorpio
## 1968 likes dogs and likes cats agnosticism sometimes virgo
## 1969 <NA> atheism yes gemini
## 1970 has cats atheism no gemini
## 1971 <NA> <NA> no <NA>
## 1972 <NA> <NA> no aquarius
## 1973 likes dogs islam no sagittarius
## 1974 <NA> <NA> <NA> <NA>
## 1975 likes dogs and likes cats other no virgo
## 1976 has dogs <NA> no leo
## 1977 likes dogs and likes cats agnosticism no aries
## 1978 <NA> <NA> <NA> <NA>
## 1979 <NA> <NA> <NA> virgo
## 1980 <NA> <NA> yes aquarius
## 1981 likes cats agnosticism no leo
## 1982 likes dogs and likes cats <NA> <NA> aquarius
## 1983 <NA> <NA> no <NA>
## 1984 likes dogs <NA> no capricorn
## 1985 likes dogs and likes cats christianity no sagittarius
## 1986 likes dogs and likes cats agnosticism no libra
## 1987 likes dogs and has cats atheism when drinking sagittarius
## 1988 likes dogs catholicism no scorpio
## 1989 likes dogs and likes cats buddhism no virgo
## 1990 likes dogs and likes cats agnosticism no aries
## 1991 likes dogs christianity no capricorn
## 1992 likes dogs and likes cats <NA> no sagittarius
## 1993 dislikes dogs and dislikes cats agnosticism no <NA>
## 1994 likes dogs and likes cats catholicism no aquarius
## 1995 likes dogs and has cats atheism when drinking leo
## 1996 <NA> <NA> when drinking sagittarius
## 1997 <NA> <NA> no <NA>
## 1998 likes dogs and has cats other no gemini
## 1999 <NA> <NA> no <NA>
## 2000 likes dogs and likes cats atheism <NA> capricorn
## 2001 <NA> other no cancer
## 2002 <NA> christianity no gemini
## 2003 likes dogs and likes cats atheism no leo
## 2004 has dogs and likes cats catholicism no sagittarius
## 2005 has dogs and has cats christianity no aries
## 2006 <NA> <NA> no libra
## 2007 <NA> <NA> <NA> <NA>
## 2008 likes dogs and likes cats <NA> no cancer
## 2009 <NA> <NA> no <NA>
## 2010 likes dogs and has cats catholicism no scorpio
## 2011 likes dogs and likes cats <NA> no <NA>
## 2012 likes dogs and has cats other no gemini
## 2013 has dogs and likes cats catholicism no aries
## 2014 likes dogs and likes cats agnosticism no libra
## 2015 likes dogs atheism no cancer
## 2016 <NA> <NA> <NA> aries
## 2017 likes dogs and likes cats other no pisces
## 2018 <NA> judaism no gemini
## 2019 <NA> agnosticism no <NA>
## 2020 likes dogs <NA> no libra
## 2021 <NA> agnosticism no taurus
## 2022 <NA> <NA> no sagittarius
## 2023 <NA> <NA> no <NA>
## 2024 likes dogs agnosticism no <NA>
## 2025 <NA> agnosticism when drinking aquarius
## 2026 <NA> <NA> no capricorn
## 2027 <NA> judaism no aquarius
## 2028 <NA> <NA> no pisces
## 2029 <NA> christianity when drinking virgo
## 2030 <NA> <NA> no <NA>
## 2031 likes dogs and likes cats <NA> no virgo
## 2032 <NA> <NA> <NA> <NA>
## 2033 likes dogs and likes cats <NA> no leo
## 2034 likes cats agnosticism no cancer
## 2035 likes dogs and likes cats atheism no pisces
## 2036 likes dogs and likes cats <NA> no aquarius
## 2037 <NA> other <NA> gemini
## 2038 likes dogs <NA> no pisces
## 2039 likes cats other no leo
## 2040 likes dogs and has cats other sometimes pisces
## 2041 likes dogs judaism <NA> libra
## 2042 likes dogs and likes cats <NA> <NA> cancer
## 2043 likes dogs and has cats atheism no sagittarius
## 2044 <NA> <NA> no <NA>
## 2045 likes dogs and likes cats atheism no cancer
## 2046 likes dogs and has cats islam trying to quit aries
## 2047 likes dogs and likes cats other no aquarius
## 2048 likes dogs and likes cats other no taurus
## 2049 likes dogs and likes cats agnosticism no pisces
## 2050 <NA> atheism trying to quit <NA>
## 2051 has dogs and likes cats atheism sometimes cancer
## 2052 <NA> atheism no scorpio
## 2053 likes dogs atheism no capricorn
## 2054 likes dogs and likes cats <NA> no aries
## 2055 likes dogs and likes cats christianity when drinking gemini
## 2056 <NA> <NA> <NA> <NA>
## 2057 likes cats <NA> no libra
## 2058 likes dogs and likes cats agnosticism no leo
## 2059 likes dogs <NA> no gemini
## 2060 likes dogs and has cats <NA> when drinking sagittarius
## 2061 <NA> agnosticism <NA> virgo
## 2062 <NA> catholicism <NA> <NA>
## 2063 <NA> <NA> no <NA>
## 2064 likes dogs judaism no sagittarius
## 2065 likes dogs and likes cats christianity no leo
## 2066 has dogs and has cats christianity trying to quit sagittarius
## 2067 likes cats atheism no aquarius
## 2068 <NA> <NA> trying to quit aries
## 2069 <NA> other no gemini
## 2070 likes dogs and likes cats <NA> no aquarius
## 2071 likes dogs and likes cats christianity no virgo
## 2072 likes dogs and likes cats <NA> no aquarius
## 2073 likes dogs and has cats atheism when drinking virgo
## 2074 likes dogs and likes cats atheism <NA> cancer
## 2075 likes dogs and has cats <NA> no pisces
## 2076 likes dogs and likes cats agnosticism no <NA>
## 2077 likes dogs <NA> no leo
## 2078 likes dogs and likes cats christianity no virgo
## 2079 has dogs and likes cats other no taurus
## 2080 has dogs other no capricorn
## 2081 likes dogs christianity no <NA>
## 2082 <NA> <NA> no aries
## 2083 likes dogs and likes cats atheism no scorpio
## 2084 <NA> buddhism no aries
## 2085 likes dogs catholicism no aries
## 2086 likes dogs and likes cats catholicism no scorpio
## 2087 likes dogs and dislikes cats other no virgo
## 2088 likes dogs and has cats agnosticism when drinking cancer
## 2089 has dogs <NA> no sagittarius
## 2090 likes dogs and has cats <NA> <NA> <NA>
## 2091 likes dogs and likes cats buddhism sometimes gemini
## 2092 likes dogs and dislikes cats agnosticism no pisces
## 2093 has dogs and likes cats other when drinking cancer
## 2094 has dogs <NA> sometimes aries
## 2095 <NA> catholicism no <NA>
## 2096 likes dogs and likes cats judaism no cancer
## 2097 likes dogs and likes cats other no aquarius
## 2098 likes dogs and likes cats <NA> no <NA>
## 2099 has dogs and has cats atheism no capricorn
## 2100 has cats <NA> no <NA>
## 2101 <NA> other yes cancer
## 2102 likes dogs and likes cats christianity no pisces
## 2103 likes dogs christianity no leo
## 2104 likes dogs christianity no capricorn
## 2105 <NA> <NA> <NA> <NA>
## 2106 likes dogs christianity no sagittarius
## 2107 <NA> judaism <NA> libra
## 2108 likes dogs agnosticism no cancer
## 2109 <NA> <NA> no cancer
## 2110 likes cats atheism no <NA>
## 2111 likes dogs and likes cats <NA> trying to quit leo
## 2112 likes dogs and has cats agnosticism no virgo
## 2113 has dogs other no cancer
## 2114 likes dogs and dislikes cats atheism no scorpio
## 2115 likes dogs <NA> no sagittarius
## 2116 <NA> other no leo
## 2117 has dogs <NA> no capricorn
## 2118 <NA> other no cancer
## 2119 has dogs and has cats <NA> no gemini
## 2120 <NA> <NA> <NA> cancer
## 2121 <NA> agnosticism no sagittarius
## 2122 <NA> catholicism no aquarius
## 2123 has dogs and likes cats <NA> yes gemini
## 2124 likes dogs and dislikes cats other no leo
## 2125 likes cats other sometimes capricorn
## 2126 has cats agnosticism no gemini
## 2127 <NA> agnosticism no <NA>
## 2128 has dogs and likes cats agnosticism no aquarius
## 2129 likes dogs and likes cats <NA> trying to quit gemini
## 2130 likes dogs <NA> no <NA>
## 2131 likes dogs and dislikes cats buddhism no taurus
## 2132 likes cats other no aries
## 2133 likes dogs and has cats christianity no libra
## 2134 likes dogs and likes cats other no <NA>
## 2135 has dogs christianity no taurus
## 2136 likes dogs and likes cats other no taurus
## 2137 <NA> <NA> no <NA>
## 2138 has dogs catholicism yes pisces
## 2139 likes dogs <NA> no cancer
## 2140 likes dogs and likes cats other sometimes pisces
## 2141 likes dogs and likes cats other no virgo
## 2142 <NA> <NA> sometimes gemini
## 2143 likes dogs and likes cats <NA> no aquarius
## 2144 likes dogs catholicism no scorpio
## 2145 <NA> <NA> no <NA>
## 2146 likes dogs and likes cats hinduism yes aquarius
## 2147 likes dogs and likes cats atheism when drinking <NA>
## 2148 has cats other no gemini
## 2149 <NA> <NA> when drinking scorpio
## 2150 has dogs and likes cats christianity no aquarius
## 2151 likes dogs and likes cats agnosticism no scorpio
## 2152 <NA> atheism no taurus
## 2153 likes dogs buddhism no libra
## 2154 <NA> agnosticism no pisces
## 2155 <NA> <NA> <NA> <NA>
## 2156 likes dogs and likes cats <NA> no pisces
## 2157 likes dogs and has cats <NA> no libra
## 2158 has dogs <NA> no leo
## 2159 likes dogs and likes cats <NA> trying to quit taurus
## 2160 <NA> catholicism sometimes aries
## 2161 <NA> catholicism no scorpio
## 2162 likes dogs and likes cats christianity no scorpio
## 2163 <NA> <NA> no scorpio
## 2164 has dogs and has cats judaism trying to quit <NA>
## 2165 <NA> <NA> no leo
## 2166 <NA> <NA> no scorpio
## 2167 likes dogs <NA> no <NA>
## 2168 likes dogs and likes cats atheism no scorpio
## 2169 likes dogs and likes cats other no aquarius
## 2170 likes dogs and has cats <NA> no libra
## 2171 <NA> catholicism no leo
## 2172 has dogs other no leo
## 2173 <NA> atheism no aquarius
## 2174 <NA> <NA> no aquarius
## 2175 likes dogs <NA> no scorpio
## 2176 has dogs <NA> no <NA>
## 2177 likes dogs other no virgo
## 2178 <NA> atheism when drinking gemini
## 2179 <NA> agnosticism no <NA>
## 2180 likes dogs and likes cats christianity no virgo
## 2181 likes dogs and likes cats <NA> no <NA>
## 2182 likes dogs and likes cats <NA> no cancer
## 2183 likes dogs and likes cats <NA> no capricorn
## 2184 <NA> atheism no capricorn
## 2185 <NA> christianity no aquarius
## 2186 <NA> atheism sometimes <NA>
## 2187 <NA> agnosticism <NA> <NA>
## 2188 <NA> catholicism no cancer
## 2189 likes dogs and likes cats buddhism no leo
## 2190 likes dogs and likes cats other no taurus
## 2191 likes dogs catholicism no <NA>
## 2192 <NA> <NA> <NA> <NA>
## 2193 <NA> <NA> no <NA>
## 2194 has cats atheism yes pisces
## 2195 <NA> agnosticism no libra
## 2196 likes dogs and likes cats atheism no pisces
## 2197 likes dogs and likes cats atheism when drinking gemini
## 2198 <NA> <NA> no scorpio
## 2199 <NA> agnosticism no taurus
## 2200 has dogs and has cats other no sagittarius
## 2201 likes dogs and has cats agnosticism no cancer
## 2202 <NA> <NA> no virgo
## 2203 <NA> <NA> <NA> scorpio
## 2204 likes dogs and likes cats atheism no cancer
## 2205 likes dogs agnosticism no <NA>
## 2206 <NA> <NA> no <NA>
## 2207 <NA> atheism sometimes pisces
## 2208 likes dogs and dislikes cats <NA> no <NA>
## 2209 <NA> <NA> no aquarius
## 2210 <NA> <NA> no cancer
## 2211 <NA> <NA> <NA> taurus
## 2212 <NA> other <NA> virgo
## 2213 has dogs and likes cats <NA> <NA> gemini
## 2214 has cats agnosticism sometimes cancer
## 2215 has cats atheism sometimes <NA>
## 2216 has dogs and dislikes cats <NA> sometimes aquarius
## 2217 has dogs <NA> no sagittarius
## 2218 <NA> other no libra
## 2219 has dogs and likes cats atheism no sagittarius
## 2220 has cats <NA> <NA> cancer
## 2221 <NA> <NA> <NA> pisces
## 2222 likes cats other no aquarius
## 2223 likes dogs other no libra
## 2224 <NA> <NA> no <NA>
## 2225 likes dogs <NA> no libra
## 2226 <NA> agnosticism no pisces
## 2227 <NA> <NA> no pisces
## 2228 <NA> <NA> yes aries
## 2229 likes dogs and has cats other no taurus
## 2230 <NA> christianity yes gemini
## 2231 likes dogs and likes cats judaism no cancer
## 2232 likes dogs and likes cats agnosticism no <NA>
## 2233 likes dogs and has cats other no libra
## 2234 likes dogs buddhism no gemini
## 2235 likes dogs and dislikes cats agnosticism trying to quit pisces
## 2236 has dogs and likes cats buddhism no gemini
## 2237 <NA> <NA> no cancer
## 2238 likes dogs <NA> no virgo
## 2239 <NA> <NA> no leo
## 2240 likes cats agnosticism no aries
## 2241 <NA> atheism trying to quit aquarius
## 2242 <NA> agnosticism no <NA>
## 2243 <NA> <NA> sometimes aquarius
## 2244 <NA> christianity yes gemini
## 2245 likes dogs <NA> no scorpio
## 2246 <NA> <NA> when drinking libra
## 2247 likes dogs and likes cats <NA> no aries
## 2248 likes cats agnosticism no capricorn
## 2249 likes dogs and likes cats <NA> sometimes scorpio
## 2250 <NA> atheism no taurus
## 2251 has cats buddhism no virgo
## 2252 has dogs and has cats <NA> when drinking leo
## 2253 <NA> <NA> no <NA>
## 2254 likes dogs and likes cats other no libra
## 2255 <NA> islam no aquarius
## 2256 has dogs <NA> when drinking gemini
## 2257 has cats judaism no gemini
## 2258 <NA> <NA> no libra
## 2259 likes dogs and likes cats atheism no libra
## 2260 likes dogs and dislikes cats other sometimes aquarius
## 2261 <NA> atheism yes capricorn
## 2262 likes dogs and has cats other no virgo
## 2263 likes cats catholicism no gemini
## 2264 <NA> other no virgo
## 2265 likes dogs and likes cats <NA> no aries
## 2266 <NA> agnosticism no aries
## 2267 likes dogs and likes cats atheism no pisces
## 2268 <NA> <NA> no aries
## 2269 <NA> atheism sometimes <NA>
## 2270 <NA> <NA> sometimes <NA>
## 2271 <NA> catholicism no virgo
## 2272 dislikes dogs and likes cats agnosticism no sagittarius
## 2273 likes dogs and dislikes cats judaism no scorpio
## 2274 <NA> christianity no aries
## 2275 likes dogs and likes cats <NA> no <NA>
## 2276 has dogs and has cats <NA> sometimes virgo
## 2277 <NA> <NA> no gemini
## 2278 <NA> <NA> when drinking <NA>
## 2279 has dogs and has cats catholicism no aries
## 2280 has dogs christianity no capricorn
## 2281 likes dogs and likes cats catholicism sometimes sagittarius
## 2282 <NA> christianity no aries
## 2283 <NA> <NA> no aquarius
## 2284 <NA> catholicism when drinking pisces
## 2285 <NA> agnosticism no gemini
## 2286 likes dogs and likes cats catholicism no gemini
## 2287 likes dogs <NA> no libra
## 2288 <NA> other no virgo
## 2289 likes dogs and likes cats <NA> <NA> leo
## 2290 likes dogs and likes cats agnosticism no virgo
## 2291 has dogs and likes cats other no scorpio
## 2292 likes dogs <NA> no <NA>
## 2293 has dogs <NA> no taurus
## 2294 likes dogs and has cats christianity sometimes taurus
## 2295 <NA> <NA> <NA> <NA>
## 2296 has dogs christianity no aries
## 2297 likes dogs agnosticism trying to quit libra
## 2298 likes dogs <NA> sometimes cancer
## 2299 <NA> catholicism no gemini
## 2300 likes dogs and likes cats agnosticism no sagittarius
## 2301 likes dogs and likes cats atheism no capricorn
## 2302 dislikes cats <NA> no aries
## 2303 <NA> <NA> trying to quit gemini
## 2304 <NA> catholicism no aquarius
## 2305 <NA> <NA> no <NA>
## 2306 <NA> catholicism when drinking pisces
## 2307 likes dogs and likes cats catholicism when drinking pisces
## 2308 has dogs and likes cats <NA> no cancer
## 2309 likes dogs catholicism no libra
## 2310 <NA> catholicism no taurus
## 2311 <NA> <NA> no libra
## 2312 <NA> atheism sometimes scorpio
## 2313 <NA> <NA> when drinking cancer
## 2314 <NA> buddhism sometimes cancer
## 2315 <NA> catholicism sometimes aries
## 2316 <NA> <NA> <NA> aries
## 2317 <NA> judaism no cancer
## 2318 <NA> <NA> no cancer
## 2319 likes dogs and has cats other no scorpio
## 2320 <NA> <NA> no leo
## 2321 likes dogs and likes cats christianity no leo
## 2322 likes dogs and has cats other <NA> cancer
## 2323 likes dogs and likes cats judaism no libra
## 2324 likes dogs and likes cats agnosticism yes cancer
## 2325 likes dogs and likes cats other no gemini
## 2326 <NA> <NA> no libra
## 2327 likes dogs and likes cats <NA> no aries
## 2328 <NA> <NA> <NA> aries
## 2329 likes dogs and has cats other no libra
## 2330 <NA> other when drinking virgo
## 2331 <NA> catholicism no cancer
## 2332 likes dogs and likes cats judaism no cancer
## 2333 likes dogs and has cats other no taurus
## 2334 has dogs catholicism no leo
## 2335 <NA> <NA> no virgo
## 2336 <NA> <NA> <NA> cancer
## 2337 <NA> judaism no gemini
## 2338 <NA> catholicism no aquarius
## 2339 likes dogs and likes cats catholicism no pisces
## 2340 <NA> atheism no aquarius
## 2341 <NA> <NA> no aries
## 2342 likes dogs and likes cats judaism when drinking gemini
## 2343 has dogs and likes cats catholicism no gemini
## 2344 likes dogs and has cats other sometimes gemini
## 2345 likes dogs and likes cats agnosticism no aquarius
## 2346 likes dogs and likes cats judaism no gemini
## 2347 likes dogs <NA> no cancer
## 2348 <NA> <NA> no <NA>
## 2349 <NA> judaism no virgo
## 2350 likes dogs and likes cats agnosticism no <NA>
## 2351 <NA> <NA> no <NA>
## 2352 <NA> agnosticism no virgo
## 2353 <NA> agnosticism no <NA>
## 2354 <NA> catholicism sometimes capricorn
## 2355 <NA> agnosticism <NA> gemini
## 2356 <NA> <NA> <NA> <NA>
## 2357 likes dogs and likes cats atheism no <NA>
## 2358 <NA> other no virgo
## 2359 <NA> <NA> no leo
## 2360 <NA> <NA> sometimes virgo
## 2361 <NA> christianity yes leo
## 2362 <NA> <NA> <NA> scorpio
## 2363 likes dogs agnosticism yes aries
## 2364 has dogs catholicism no gemini
## 2365 likes dogs and likes cats other no scorpio
## 2366 has dogs <NA> no pisces
## 2367 likes dogs and has cats catholicism no leo
## 2368 likes dogs atheism no pisces
## 2369 likes dogs and likes cats <NA> no virgo
## 2370 likes dogs and has cats atheism when drinking aries
## 2371 <NA> judaism no sagittarius
## 2372 has dogs christianity no gemini
## 2373 <NA> <NA> <NA> <NA>
## 2374 <NA> atheism no <NA>
## 2375 likes dogs <NA> no leo
## 2376 likes dogs and likes cats agnosticism no leo
## 2377 <NA> christianity no aquarius
## 2378 likes cats catholicism no cancer
## 2379 likes dogs and dislikes cats catholicism no capricorn
## 2380 <NA> catholicism no scorpio
## 2381 likes dogs and likes cats other sometimes capricorn
## 2382 <NA> catholicism no <NA>
## 2383 <NA> <NA> sometimes <NA>
## 2384 <NA> <NA> no <NA>
## 2385 <NA> <NA> sometimes leo
## 2386 likes dogs and has cats atheism no libra
## 2387 likes dogs and has cats atheism no aquarius
## 2388 <NA> agnosticism no virgo
## 2389 <NA> <NA> no pisces
## 2390 likes dogs <NA> no <NA>
## 2391 <NA> <NA> no <NA>
## 2392 <NA> <NA> no <NA>
## 2393 likes dogs and likes cats other <NA> taurus
## 2394 has dogs and likes cats buddhism trying to quit taurus
## 2395 likes dogs and likes cats <NA> no virgo
## 2396 likes cats atheism no leo
## 2397 likes dogs and likes cats christianity no aries
## 2398 likes dogs atheism no sagittarius
## 2399 <NA> <NA> no <NA>
## 2400 <NA> <NA> <NA> <NA>
## 2401 <NA> atheism no aquarius
## 2402 likes dogs and likes cats other no cancer
## 2403 <NA> atheism no leo
## 2404 <NA> buddhism no <NA>
## 2405 has dogs and dislikes cats catholicism no aries
## 2406 likes dogs buddhism trying to quit aries
## 2407 <NA> agnosticism <NA> gemini
## 2408 likes dogs and likes cats agnosticism no gemini
## 2409 likes dogs and likes cats <NA> no cancer
## 2410 likes dogs and has cats other no capricorn
## 2411 likes dogs and likes cats agnosticism no sagittarius
## 2412 has dogs and likes cats catholicism yes virgo
## 2413 has dogs judaism sometimes scorpio
## 2414 likes dogs and likes cats atheism no leo
## 2415 likes dogs and likes cats other no virgo
## 2416 likes dogs and likes cats atheism no virgo
## 2417 <NA> <NA> no aries
## 2418 <NA> agnosticism sometimes cancer
## 2419 <NA> agnosticism no cancer
## 2420 has dogs <NA> no libra
## 2421 likes dogs atheism no <NA>
## 2422 likes dogs and likes cats catholicism no virgo
## 2423 likes dogs and likes cats other no aries
## 2424 <NA> <NA> <NA> <NA>
## 2425 <NA> <NA> no <NA>
## 2426 <NA> other no sagittarius
## 2427 likes dogs and likes cats catholicism no gemini
## 2428 <NA> <NA> <NA> sagittarius
## 2429 likes dogs judaism no libra
## 2430 likes dogs and likes cats catholicism no pisces
## 2431 likes dogs and likes cats judaism no cancer
## 2432 <NA> <NA> no leo
## 2433 <NA> <NA> no leo
## 2434 likes dogs and likes cats agnosticism no <NA>
## 2435 likes dogs judaism sometimes aries
## 2436 has dogs catholicism no cancer
## 2437 likes cats <NA> no aries
## 2438 <NA> other when drinking scorpio
## 2439 <NA> christianity no sagittarius
## 2440 likes dogs and likes cats atheism no cancer
## 2441 <NA> <NA> no pisces
## 2442 <NA> atheism no scorpio
## 2443 likes dogs <NA> no <NA>
## 2444 <NA> agnosticism no pisces
## 2445 <NA> <NA> <NA> <NA>
## 2446 likes dogs and likes cats catholicism no cancer
## 2447 <NA> agnosticism no leo
## 2448 likes cats other no virgo
## 2449 likes dogs and likes cats atheism yes aries
## 2450 <NA> <NA> no <NA>
## 2451 <NA> christianity no leo
## 2452 likes dogs and likes cats christianity no gemini
## 2453 <NA> <NA> <NA> sagittarius
## 2454 <NA> <NA> sometimes taurus
## 2455 has dogs <NA> no virgo
## 2456 <NA> atheism no cancer
## 2457 <NA> <NA> no <NA>
## 2458 likes dogs and has cats atheism no libra
## 2459 <NA> catholicism no capricorn
## 2460 has dogs and likes cats agnosticism no scorpio
## 2461 likes dogs and has cats <NA> no taurus
## 2462 <NA> other when drinking sagittarius
## 2463 likes dogs and likes cats agnosticism no aquarius
## 2464 likes dogs and likes cats other no scorpio
## 2465 <NA> christianity no gemini
## 2466 has dogs and likes cats catholicism no sagittarius
## 2467 <NA> <NA> no sagittarius
## 2468 <NA> agnosticism <NA> libra
## 2469 <NA> agnosticism no <NA>
## 2470 likes dogs and likes cats other yes virgo
## 2471 likes dogs and likes cats judaism no aries
## 2472 has dogs <NA> no gemini
## 2473 <NA> <NA> no sagittarius
## 2474 has dogs and has cats agnosticism no capricorn
## 2475 <NA> agnosticism no <NA>
## 2476 likes dogs and has cats atheism no virgo
## 2477 <NA> <NA> no leo
## 2478 has dogs agnosticism no taurus
## 2479 likes dogs and likes cats islam no aquarius
## 2480 likes dogs and has cats agnosticism trying to quit capricorn
## 2481 likes dogs and dislikes cats agnosticism trying to quit libra
## 2482 <NA> agnosticism no taurus
## 2483 <NA> agnosticism sometimes leo
## 2484 likes dogs and has cats agnosticism no leo
## 2485 likes cats agnosticism no <NA>
## 2486 likes dogs other no leo
## 2487 has dogs other no sagittarius
## 2488 likes dogs and likes cats atheism <NA> <NA>
## 2489 <NA> <NA> no <NA>
## 2490 has dogs and likes cats christianity no scorpio
## 2491 <NA> <NA> yes virgo
## 2492 has dogs christianity no taurus
## 2493 likes dogs and likes cats other <NA> gemini
## 2494 <NA> <NA> <NA> <NA>
## 2495 <NA> <NA> no leo
## 2496 likes dogs judaism no aries
## 2497 likes dogs <NA> no sagittarius
## 2498 <NA> christianity no taurus
## 2499 likes dogs and has cats <NA> no libra
## 2500 likes dogs and likes cats <NA> no libra
## 2501 <NA> atheism sometimes capricorn
## 2502 <NA> other <NA> libra
## 2503 likes dogs and likes cats <NA> <NA> aquarius
## 2504 likes dogs and has cats agnosticism trying to quit pisces
## 2505 likes dogs and likes cats other sometimes gemini
## 2506 likes dogs other sometimes virgo
## 2507 <NA> other <NA> scorpio
## 2508 <NA> <NA> no gemini
## 2509 <NA> <NA> no taurus
## 2510 has dogs <NA> <NA> aries
## 2511 likes dogs and dislikes cats other no taurus
## 2512 likes dogs and likes cats atheism no cancer
## 2513 <NA> <NA> <NA> <NA>
## 2514 likes dogs and has cats judaism no gemini
## 2515 <NA> agnosticism no libra
## 2516 likes dogs <NA> <NA> leo
## 2517 has dogs and has cats buddhism no sagittarius
## 2518 <NA> other no <NA>
## 2519 <NA> <NA> yes leo
## 2520 has cats <NA> no leo
## 2521 likes dogs and likes cats catholicism no <NA>
## 2522 likes dogs and has cats other when drinking scorpio
## 2523 <NA> <NA> no <NA>
## 2524 likes dogs and likes cats <NA> <NA> capricorn
## 2525 <NA> <NA> no virgo
## 2526 <NA> other no sagittarius
## 2527 likes cats <NA> yes pisces
## 2528 likes dogs and has cats other no cancer
## 2529 <NA> <NA> no <NA>
## 2530 <NA> <NA> no libra
## 2531 <NA> agnosticism no virgo
## 2532 has cats judaism <NA> pisces
## 2533 <NA> <NA> no gemini
## 2534 has cats <NA> no aries
## 2535 likes dogs and likes cats <NA> <NA> virgo
## 2536 likes dogs and dislikes cats christianity no capricorn
## 2537 likes dogs and likes cats <NA> no virgo
## 2538 has dogs and likes cats agnosticism no sagittarius
## 2539 likes dogs and has cats judaism no aries
## 2540 <NA> agnosticism <NA> <NA>
## 2541 likes dogs and likes cats judaism no aries
## 2542 <NA> christianity sometimes sagittarius
## 2543 likes dogs buddhism no capricorn
## 2544 has dogs and has cats agnosticism no leo
## 2545 <NA> <NA> yes libra
## 2546 <NA> <NA> <NA> gemini
## 2547 likes dogs <NA> when drinking leo
## 2548 likes dogs and likes cats other yes pisces
## 2549 <NA> <NA> no libra
## 2550 <NA> <NA> no sagittarius
## 2551 <NA> <NA> no <NA>
## 2552 likes dogs and has cats agnosticism when drinking cancer
## 2553 has dogs other no aquarius
## 2554 likes dogs and dislikes cats agnosticism sometimes capricorn
## 2555 <NA> christianity no capricorn
## 2556 likes dogs islam <NA> leo
## 2557 likes dogs and likes cats buddhism no capricorn
## 2558 likes dogs and likes cats <NA> no aries
## 2559 likes dogs and likes cats agnosticism sometimes pisces
## 2560 likes dogs and likes cats <NA> no <NA>
## 2561 likes cats <NA> no pisces
## 2562 likes dogs <NA> no capricorn
## 2563 likes dogs agnosticism no virgo
## 2564 likes dogs and likes cats <NA> no aquarius
## 2565 has cats atheism no leo
## 2566 likes dogs and likes cats atheism sometimes aquarius
## 2567 has dogs christianity no capricorn
## 2568 likes dogs and likes cats catholicism no gemini
## 2569 <NA> atheism no <NA>
## 2570 <NA> <NA> <NA> taurus
## 2571 <NA> atheism no pisces
## 2572 likes dogs and likes cats <NA> <NA> aquarius
## 2573 likes dogs and has cats christianity no aquarius
## 2574 <NA> judaism <NA> <NA>
## 2575 has dogs agnosticism no <NA>
## 2576 likes dogs and likes cats other no <NA>
## 2577 <NA> <NA> no taurus
## 2578 <NA> <NA> yes aries
## 2579 likes dogs and likes cats <NA> no <NA>
## 2580 has dogs and likes cats other no libra
## 2581 <NA> <NA> no cancer
## 2582 likes dogs and likes cats atheism no taurus
## 2583 <NA> <NA> no scorpio
## 2584 <NA> <NA> when drinking gemini
## 2585 <NA> catholicism sometimes capricorn
## 2586 <NA> judaism no pisces
## 2587 has dogs and has cats <NA> no <NA>
## 2588 likes dogs and likes cats agnosticism no gemini
## 2589 likes dogs catholicism no leo
## 2590 has cats judaism no <NA>
## 2591 likes dogs and has cats atheism trying to quit capricorn
## 2592 likes dogs <NA> no <NA>
## 2593 likes dogs and dislikes cats judaism no <NA>
## 2594 has dogs <NA> no <NA>
## 2595 has dogs christianity no scorpio
## 2596 has cats <NA> <NA> <NA>
## 2597 <NA> agnosticism no <NA>
## 2598 has dogs <NA> no scorpio
## 2599 <NA> <NA> <NA> <NA>
## 2600 <NA> <NA> no <NA>
## 2601 likes dogs and has cats <NA> no cancer
## 2602 likes dogs and likes cats <NA> no leo
## 2603 has dogs and has cats agnosticism no scorpio
## 2604 <NA> <NA> no <NA>
## 2605 has dogs catholicism no leo
## 2606 has dogs and likes cats agnosticism no aries
## 2607 <NA> christianity sometimes cancer
## 2608 <NA> <NA> no <NA>
## 2609 likes dogs and likes cats other <NA> cancer
## 2610 likes dogs christianity no sagittarius
## 2611 likes dogs <NA> <NA> pisces
## 2612 likes cats judaism yes leo
## 2613 likes dogs and likes cats <NA> <NA> libra
## 2614 has cats <NA> yes pisces
## 2615 likes dogs <NA> sometimes aries
## 2616 likes dogs and dislikes cats christianity no scorpio
## 2617 <NA> christianity no <NA>
## 2618 <NA> <NA> sometimes cancer
## 2619 likes dogs and likes cats agnosticism no aquarius
## 2620 likes dogs and likes cats atheism no aries
## 2621 <NA> <NA> <NA> <NA>
## 2622 <NA> hinduism no aquarius
## 2623 <NA> <NA> no <NA>
## 2624 <NA> <NA> no <NA>
## 2625 <NA> <NA> no <NA>
## 2626 likes dogs and has cats other no pisces
## 2627 likes dogs and likes cats catholicism no cancer
## 2628 likes dogs and has cats atheism no virgo
## 2629 <NA> catholicism no cancer
## 2630 likes dogs catholicism no gemini
## 2631 likes dogs and likes cats agnosticism <NA> pisces
## 2632 <NA> <NA> no gemini
## 2633 has cats judaism no aquarius
## 2634 has dogs and has cats christianity no scorpio
## 2635 <NA> judaism no aries
## 2636 likes dogs judaism <NA> sagittarius
## 2637 <NA> other no pisces
## 2638 likes dogs and likes cats <NA> <NA> scorpio
## 2639 <NA> other no scorpio
## 2640 likes dogs and likes cats other no virgo
## 2641 likes dogs <NA> yes taurus
## 2642 likes dogs and likes cats <NA> no leo
## 2643 has cats christianity sometimes gemini
## 2644 likes dogs and likes cats catholicism no gemini
## 2645 has dogs christianity no gemini
## 2646 has dogs <NA> no scorpio
## 2647 likes dogs christianity no sagittarius
## 2648 likes dogs and likes cats judaism no aquarius
## 2649 likes dogs and likes cats other no aquarius
## 2650 likes dogs and likes cats agnosticism no aries
## 2651 likes dogs and likes cats <NA> no scorpio
## 2652 <NA> agnosticism when drinking scorpio
## 2653 likes dogs and likes cats atheism no virgo
## 2654 <NA> <NA> yes taurus
## 2655 <NA> <NA> <NA> <NA>
## 2656 <NA> <NA> no <NA>
## 2657 has dogs and has cats <NA> yes taurus
## 2658 <NA> judaism <NA> aquarius
## 2659 likes dogs and has cats christianity no virgo
## 2660 likes dogs and has cats judaism no cancer
## 2661 likes dogs and likes cats atheism no libra
## 2662 likes dogs and likes cats other no cancer
## 2663 likes dogs and has cats agnosticism no pisces
## 2664 likes cats agnosticism <NA> taurus
## 2665 <NA> christianity <NA> virgo
## 2666 has dogs and has cats atheism when drinking libra
## 2667 likes dogs <NA> no aries
## 2668 likes cats other no taurus
## 2669 has dogs atheism no libra
## 2670 has dogs and likes cats christianity no aquarius
## 2671 has dogs and likes cats other no sagittarius
## 2672 <NA> catholicism no <NA>
## 2673 likes dogs and has cats judaism no cancer
## 2674 likes dogs and likes cats agnosticism sometimes cancer
## 2675 <NA> <NA> no aries
## 2676 likes dogs and likes cats atheism no sagittarius
## 2677 <NA> christianity no gemini
## 2678 likes dogs and likes cats catholicism when drinking gemini
## 2679 likes dogs and has cats atheism no scorpio
## 2680 <NA> other no taurus
## 2681 likes dogs and likes cats atheism when drinking <NA>
## 2682 likes dogs and likes cats <NA> no cancer
## 2683 likes dogs and likes cats christianity when drinking scorpio
## 2684 likes dogs and likes cats <NA> sometimes leo
## 2685 likes dogs <NA> <NA> leo
## 2686 <NA> <NA> no aries
## 2687 likes dogs and likes cats catholicism no cancer
## 2688 likes dogs and likes cats atheism sometimes libra
## 2689 has dogs christianity no taurus
## 2690 likes dogs and likes cats <NA> no leo
## 2691 likes dogs agnosticism <NA> <NA>
## 2692 likes dogs and likes cats catholicism no taurus
## 2693 likes dogs and likes cats atheism no leo
## 2694 likes dogs and likes cats judaism no pisces
## 2695 likes dogs and likes cats <NA> <NA> virgo
## 2696 <NA> atheism sometimes sagittarius
## 2697 likes cats catholicism no cancer
## 2698 likes dogs catholicism no libra
## 2699 <NA> <NA> no aquarius
## 2700 likes dogs <NA> no libra
## 2701 has dogs and likes cats other no sagittarius
## 2702 likes dogs and has cats other <NA> gemini
## 2703 likes dogs and likes cats christianity no aquarius
## 2704 likes dogs and likes cats christianity no cancer
## 2705 <NA> <NA> <NA> <NA>
## 2706 likes dogs and has cats catholicism no cancer
## 2707 <NA> agnosticism no pisces
## 2708 likes dogs and has cats agnosticism no aquarius
## 2709 likes dogs and likes cats judaism no virgo
## 2710 likes dogs <NA> no cancer
## 2711 <NA> atheism when drinking capricorn
## 2712 likes dogs and likes cats atheism no sagittarius
## 2713 has dogs <NA> yes scorpio
## 2714 has dogs agnosticism no scorpio
## 2715 likes dogs and likes cats christianity no libra
## 2716 has dogs and likes cats catholicism no sagittarius
## 2717 <NA> <NA> no cancer
## 2718 <NA> <NA> sometimes taurus
## 2719 likes dogs <NA> no leo
## 2720 <NA> <NA> <NA> <NA>
## 2721 likes dogs and has cats other no <NA>
## 2722 likes dogs <NA> no <NA>
## 2723 likes dogs and likes cats <NA> no virgo
## 2724 likes dogs and likes cats other sometimes pisces
## 2725 likes dogs and likes cats atheism no aquarius
## 2726 <NA> <NA> no <NA>
## 2727 likes dogs and likes cats atheism no aquarius
## 2728 likes dogs and likes cats buddhism sometimes pisces
## 2729 <NA> other no sagittarius
## 2730 has dogs and likes cats other no capricorn
## 2731 <NA> <NA> <NA> sagittarius
## 2732 likes dogs and likes cats agnosticism no gemini
## 2733 likes dogs and likes cats other no taurus
## 2734 likes dogs and has cats agnosticism no cancer
## 2735 likes dogs and likes cats <NA> <NA> cancer
## 2736 likes cats other no gemini
## 2737 <NA> atheism no gemini
## 2738 <NA> <NA> <NA> taurus
## 2739 <NA> hinduism <NA> <NA>
## 2740 <NA> <NA> no aries
## 2741 likes dogs christianity when drinking sagittarius
## 2742 likes dogs agnosticism no <NA>
## 2743 has dogs judaism no aries
## 2744 likes dogs and likes cats <NA> no aquarius
## 2745 likes dogs <NA> when drinking cancer
## 2746 likes dogs and likes cats <NA> no gemini
## 2747 has dogs other no aries
## 2748 has dogs atheism no taurus
## 2749 likes dogs and likes cats other sometimes cancer
## 2750 has dogs catholicism no gemini
## 2751 <NA> other no aquarius
## 2752 likes dogs and likes cats judaism no aries
## 2753 likes dogs and likes cats agnosticism no aquarius
## 2754 <NA> <NA> no aquarius
## 2755 <NA> other no sagittarius
## 2756 likes dogs and likes cats agnosticism no leo
## 2757 likes dogs and likes cats atheism no scorpio
## 2758 <NA> <NA> <NA> scorpio
## 2759 has dogs <NA> <NA> capricorn
## 2760 <NA> judaism no libra
## 2761 likes dogs and likes cats <NA> when drinking libra
## 2762 <NA> hinduism no sagittarius
## 2763 likes dogs and dislikes cats <NA> no sagittarius
## 2764 <NA> agnosticism no <NA>
## 2765 likes dogs christianity trying to quit sagittarius
## 2766 <NA> atheism no <NA>
## 2767 likes dogs and likes cats <NA> no <NA>
## 2768 <NA> agnosticism no aquarius
## 2769 <NA> other no aquarius
## 2770 likes dogs <NA> no aries
## 2771 likes cats agnosticism no scorpio
## 2772 likes dogs and likes cats agnosticism yes virgo
## 2773 likes dogs and likes cats other no scorpio
## 2774 has dogs and has cats <NA> <NA> pisces
## 2775 has dogs christianity no scorpio
## 2776 likes dogs and likes cats <NA> when drinking cancer
## 2777 likes dogs and likes cats christianity no capricorn
## 2778 has dogs and dislikes cats atheism no libra
## 2779 likes dogs and likes cats <NA> <NA> pisces
## 2780 <NA> christianity no <NA>
## 2781 has dogs buddhism <NA> aquarius
## 2782 <NA> christianity no pisces
## 2783 <NA> christianity no <NA>
## 2784 <NA> atheism no <NA>
## 2785 likes dogs and likes cats judaism when drinking aquarius
## 2786 has dogs and likes cats other no cancer
## 2787 has dogs <NA> no <NA>
## 2788 likes dogs christianity no <NA>
## 2789 likes dogs and has cats agnosticism no taurus
## 2790 likes dogs and likes cats <NA> no pisces
## 2791 <NA> <NA> no gemini
## 2792 likes dogs and dislikes cats <NA> yes pisces
## 2793 likes dogs and likes cats agnosticism no pisces
## 2794 <NA> agnosticism no taurus
## 2795 likes dogs and likes cats other no libra
## 2796 <NA> other no leo
## 2797 likes dogs and has cats agnosticism <NA> sagittarius
## 2798 has dogs and likes cats <NA> no gemini
## 2799 has dogs <NA> no sagittarius
## 2800 <NA> other no <NA>
## 2801 <NA> other no pisces
## 2802 <NA> buddhism yes libra
## 2803 <NA> <NA> <NA> aquarius
## 2804 has dogs and likes cats christianity no aries
## 2805 <NA> <NA> no <NA>
## 2806 likes dogs and has cats <NA> no leo
## 2807 likes dogs and likes cats agnosticism no capricorn
## 2808 <NA> agnosticism no <NA>
## 2809 likes dogs and likes cats <NA> no taurus
## 2810 likes dogs and has cats <NA> no leo
## 2811 likes cats agnosticism no <NA>
## 2812 <NA> agnosticism <NA> leo
## 2813 likes dogs and likes cats judaism no capricorn
## 2814 has dogs catholicism sometimes taurus
## 2815 has dogs and has cats catholicism no aquarius
## 2816 <NA> agnosticism no virgo
## 2817 likes dogs <NA> no <NA>
## 2818 <NA> <NA> no aquarius
## 2819 <NA> <NA> <NA> <NA>
## 2820 <NA> agnosticism no gemini
## 2821 <NA> <NA> no <NA>
## 2822 likes dogs and likes cats agnosticism no aquarius
## 2823 <NA> atheism yes virgo
## 2824 likes dogs <NA> no libra
## 2825 likes dogs and has cats catholicism no aquarius
## 2826 likes dogs christianity <NA> <NA>
## 2827 has dogs catholicism <NA> scorpio
## 2828 likes cats hinduism sometimes leo
## 2829 has dogs and likes cats agnosticism no cancer
## 2830 likes dogs and has cats other no taurus
## 2831 likes dogs atheism no <NA>
## 2832 <NA> other no <NA>
## 2833 <NA> <NA> no libra
## 2834 <NA> <NA> no capricorn
## 2835 has dogs <NA> <NA> pisces
## 2836 <NA> buddhism trying to quit pisces
## 2837 has cats <NA> no aries
## 2838 <NA> <NA> <NA> aquarius
## 2839 <NA> atheism no sagittarius
## 2840 has dogs and has cats other when drinking taurus
## 2841 <NA> christianity no pisces
## 2842 likes dogs and likes cats agnosticism when drinking libra
## 2843 likes dogs judaism no aries
## 2844 likes dogs and has cats atheism no sagittarius
## 2845 <NA> judaism no <NA>
## 2846 likes dogs and likes cats agnosticism no aries
## 2847 has dogs and likes cats <NA> no <NA>
## 2848 likes dogs other no capricorn
## 2849 has dogs and has cats atheism no cancer
## 2850 <NA> agnosticism no scorpio
## 2851 has dogs and dislikes cats christianity no aquarius
## 2852 likes dogs and likes cats <NA> no scorpio
## 2853 has dogs <NA> no leo
## 2854 likes dogs atheism no libra
## 2855 <NA> <NA> no virgo
## 2856 <NA> christianity yes leo
## 2857 likes dogs christianity no leo
## 2858 has dogs <NA> no virgo
## 2859 likes dogs and dislikes cats catholicism no libra
## 2860 likes dogs and likes cats <NA> no <NA>
## 2861 has dogs and has cats agnosticism no scorpio
## 2862 dislikes dogs and dislikes cats catholicism no leo
## 2863 likes dogs and likes cats judaism no taurus
## 2864 likes dogs <NA> <NA> <NA>
## 2865 likes dogs catholicism no sagittarius
## 2866 <NA> other <NA> virgo
## 2867 <NA> agnosticism <NA> <NA>
## 2868 likes dogs other no virgo
## 2869 likes dogs and likes cats agnosticism <NA> pisces
## 2870 has dogs christianity no libra
## 2871 likes dogs and has cats <NA> no capricorn
## 2872 likes dogs and likes cats catholicism sometimes cancer
## 2873 likes dogs and likes cats <NA> no leo
## 2874 likes dogs and likes cats agnosticism no libra
## 2875 has dogs atheism no libra
## 2876 likes dogs and has cats <NA> no <NA>
## 2877 likes dogs agnosticism no capricorn
## 2878 likes dogs and likes cats <NA> no <NA>
## 2879 likes dogs <NA> no virgo
## 2880 <NA> <NA> no virgo
## 2881 has dogs and dislikes cats <NA> no gemini
## 2882 likes dogs and likes cats <NA> no aquarius
## 2883 likes dogs and dislikes cats christianity <NA> gemini
## 2884 likes dogs and dislikes cats catholicism no aquarius
## 2885 likes dogs and likes cats agnosticism <NA> leo
## 2886 likes dogs atheism yes scorpio
## 2887 likes dogs and likes cats agnosticism no virgo
## 2888 likes cats other no taurus
## 2889 likes dogs and likes cats other no gemini
## 2890 dislikes dogs and dislikes cats islam no sagittarius
## 2891 likes dogs agnosticism no pisces
## 2892 likes dogs and likes cats <NA> no aries
## 2893 likes dogs and has cats christianity no taurus
## 2894 likes dogs and likes cats catholicism no libra
## 2895 likes dogs and has cats <NA> <NA> leo
## 2896 likes dogs and likes cats atheism no taurus
## 2897 <NA> hinduism when drinking capricorn
## 2898 likes dogs and likes cats agnosticism no scorpio
## 2899 <NA> agnosticism no <NA>
## 2900 has dogs and has cats catholicism no taurus
## 2901 has dogs and has cats agnosticism no scorpio
## 2902 likes dogs and has cats christianity sometimes libra
## 2903 likes dogs <NA> no <NA>
## 2904 likes dogs other sometimes aries
## 2905 has dogs <NA> no pisces
## 2906 has dogs and likes cats judaism no <NA>
## 2907 <NA> catholicism no sagittarius
## 2908 likes dogs other when drinking gemini
## 2909 <NA> agnosticism no leo
## 2910 <NA> agnosticism no virgo
## 2911 likes dogs <NA> no aries
## 2912 <NA> <NA> no taurus
## 2913 <NA> <NA> <NA> libra
## 2914 likes dogs and has cats <NA> no aquarius
## 2915 likes dogs agnosticism no libra
## 2916 has dogs and likes cats christianity no taurus
## 2917 likes dogs and likes cats christianity yes capricorn
## 2918 has dogs and likes cats agnosticism no <NA>
## 2919 likes dogs and has cats atheism no gemini
## 2920 <NA> <NA> no <NA>
## 2921 has dogs and dislikes cats christianity no sagittarius
## 2922 has dogs <NA> <NA> capricorn
## 2923 <NA> <NA> no <NA>
## 2924 has dogs and likes cats <NA> no pisces
## 2925 likes dogs and likes cats buddhism <NA> leo
## 2926 likes dogs and has cats <NA> yes scorpio
## 2927 likes dogs <NA> trying to quit aries
## 2928 <NA> judaism no pisces
## 2929 dislikes dogs and likes cats islam when drinking aries
## 2930 likes dogs and dislikes cats <NA> no libra
## 2931 <NA> <NA> <NA> <NA>
## 2932 <NA> <NA> no gemini
## 2933 <NA> <NA> no aries
## 2934 likes dogs and likes cats agnosticism no taurus
## 2935 <NA> <NA> no <NA>
## 2936 likes dogs and likes cats agnosticism <NA> <NA>
## 2937 likes dogs <NA> no gemini
## 2938 likes dogs and likes cats buddhism no gemini
## 2939 <NA> <NA> no sagittarius
## 2940 <NA> <NA> <NA> <NA>
## 2941 likes dogs and likes cats other sometimes aries
## 2942 <NA> christianity no <NA>
## 2943 <NA> other sometimes pisces
## 2944 <NA> atheism no aquarius
## 2945 likes dogs other no scorpio
## 2946 has dogs and likes cats other no virgo
## 2947 <NA> agnosticism no leo
## 2948 <NA> <NA> <NA> <NA>
## 2949 likes dogs and likes cats catholicism no taurus
## 2950 has dogs and dislikes cats <NA> no scorpio
## 2951 likes dogs and likes cats other no aquarius
## 2952 has dogs <NA> <NA> <NA>
## 2953 has dogs christianity no sagittarius
## 2954 <NA> catholicism no sagittarius
## 2955 has dogs and likes cats atheism no taurus
## 2956 likes dogs and likes cats <NA> sometimes taurus
## 2957 likes dogs and likes cats catholicism no libra
## 2958 <NA> <NA> no sagittarius
## 2959 <NA> hinduism no cancer
## 2960 <NA> <NA> no <NA>
## 2961 has dogs christianity no leo
## 2962 has dogs and has cats other when drinking libra
## 2963 likes dogs and dislikes cats atheism when drinking aries
## 2964 likes dogs other no virgo
## 2965 has dogs and likes cats other no capricorn
## 2966 has cats agnosticism sometimes libra
## 2967 likes dogs and likes cats agnosticism when drinking aries
## 2968 likes dogs and has cats hinduism no taurus
## 2969 likes dogs and likes cats <NA> no aquarius
## 2970 likes dogs and has cats christianity no leo
## 2971 has cats other no gemini
## 2972 likes dogs atheism no pisces
## 2973 <NA> atheism no gemini
## 2974 likes dogs and has cats buddhism no scorpio
## 2975 <NA> <NA> when drinking <NA>
## 2976 <NA> atheism when drinking scorpio
## 2977 <NA> agnosticism no virgo
## 2978 has cats agnosticism no leo
## 2979 likes dogs and likes cats christianity no cancer
## 2980 has dogs and likes cats atheism <NA> taurus
## 2981 likes dogs catholicism no aries
## 2982 <NA> judaism <NA> scorpio
## 2983 <NA> christianity no capricorn
## 2984 has dogs agnosticism no pisces
## 2985 has dogs <NA> no aquarius
## 2986 dislikes dogs and likes cats other yes aquarius
## 2987 has dogs and likes cats <NA> trying to quit aries
## 2988 has dogs and likes cats <NA> no cancer
## 2989 <NA> atheism no <NA>
## 2990 <NA> atheism no aries
## 2991 likes dogs and likes cats <NA> no aquarius
## 2992 <NA> other no capricorn
## 2993 <NA> <NA> no virgo
## 2994 <NA> judaism no <NA>
## 2995 likes dogs and likes cats agnosticism no aquarius
## 2996 has dogs buddhism no libra
## 2997 has cats other <NA> leo
## 2998 likes dogs <NA> no gemini
## 2999 likes dogs atheism no taurus
## 3000 <NA> catholicism no sagittarius
## 3001 <NA> <NA> no libra
## 3002 likes dogs and likes cats other yes aquarius
## 3003 likes dogs and has cats other no aries
## 3004 likes dogs and likes cats other no leo
## 3005 likes dogs and likes cats catholicism when drinking scorpio
## 3006 <NA> <NA> no virgo
## 3007 <NA> <NA> no aquarius
## 3008 likes dogs and likes cats other no scorpio
## 3009 has cats atheism no gemini
## 3010 likes dogs and likes cats <NA> no libra
## 3011 <NA> <NA> no taurus
## 3012 has dogs christianity trying to quit virgo
## 3013 likes dogs atheism no capricorn
## 3014 likes dogs and has cats judaism no aquarius
## 3015 <NA> other when drinking aquarius
## 3016 has dogs and likes cats other no pisces
## 3017 <NA> <NA> no aquarius
## 3018 <NA> agnosticism no <NA>
## 3019 has dogs buddhism when drinking leo
## 3020 likes dogs and dislikes cats judaism no pisces
## 3021 <NA> catholicism sometimes scorpio
## 3022 <NA> <NA> no pisces
## 3023 <NA> <NA> <NA> libra
## 3024 has dogs and likes cats catholicism no scorpio
## 3025 <NA> <NA> no <NA>
## 3026 <NA> buddhism no pisces
## 3027 has cats other sometimes aries
## 3028 likes dogs catholicism no sagittarius
## 3029 likes dogs <NA> <NA> libra
## 3030 <NA> catholicism <NA> <NA>
## 3031 <NA> agnosticism no <NA>
## 3032 <NA> <NA> no <NA>
## 3033 <NA> <NA> yes aries
## 3034 <NA> other no pisces
## 3035 <NA> judaism no <NA>
## 3036 has cats atheism no scorpio
## 3037 likes dogs and likes cats hinduism no aries
## 3038 likes dogs and dislikes cats christianity no taurus
## 3039 has cats <NA> no libra
## 3040 <NA> christianity no gemini
## 3041 <NA> agnosticism no virgo
## 3042 likes dogs and likes cats catholicism no pisces
## 3043 <NA> atheism no <NA>
## 3044 <NA> agnosticism no sagittarius
## 3045 has dogs and likes cats <NA> no <NA>
## 3046 <NA> judaism <NA> pisces
## 3047 <NA> <NA> no <NA>
## 3048 <NA> <NA> no <NA>
## 3049 likes dogs and likes cats <NA> no taurus
## 3050 <NA> buddhism no pisces
## 3051 has dogs catholicism no capricorn
## 3052 likes cats agnosticism no libra
## 3053 dislikes dogs and likes cats islam when drinking taurus
## 3054 likes dogs and likes cats <NA> no aries
## 3055 <NA> christianity no aries
## 3056 has dogs other no taurus
## 3057 <NA> <NA> no <NA>
## 3058 <NA> <NA> no <NA>
## 3059 <NA> judaism no <NA>
## 3060 likes dogs and likes cats <NA> no <NA>
## 3061 likes dogs and dislikes cats christianity yes capricorn
## 3062 has dogs <NA> no taurus
## 3063 likes dogs agnosticism no gemini
## 3064 likes dogs other no leo
## 3065 <NA> <NA> no capricorn
## 3066 <NA> <NA> <NA> scorpio
## 3067 likes dogs and likes cats agnosticism no capricorn
## 3068 likes dogs and dislikes cats judaism no aquarius
## 3069 likes dogs other no virgo
## 3070 has dogs <NA> no sagittarius
## 3071 <NA> agnosticism no scorpio
## 3072 likes dogs and has cats christianity no sagittarius
## 3073 likes dogs agnosticism no scorpio
## 3074 <NA> atheism no <NA>
## 3075 likes dogs and likes cats judaism no <NA>
## 3076 likes dogs and likes cats <NA> no <NA>
## 3077 <NA> <NA> no scorpio
## 3078 likes dogs and likes cats buddhism no sagittarius
## 3079 <NA> <NA> no pisces
## 3080 likes dogs and likes cats agnosticism no virgo
## 3081 has dogs <NA> yes leo
## 3082 has dogs and dislikes cats <NA> no leo
## 3083 <NA> other no libra
## 3084 likes dogs and likes cats <NA> when drinking pisces
## 3085 has dogs christianity no scorpio
## 3086 has cats <NA> no leo
## 3087 <NA> christianity <NA> pisces
## 3088 likes dogs atheism yes leo
## 3089 likes dogs and likes cats judaism <NA> taurus
## 3090 likes dogs and likes cats other sometimes pisces
## 3091 <NA> <NA> sometimes sagittarius
## 3092 likes cats christianity no capricorn
## 3093 likes dogs and dislikes cats judaism no pisces
## 3094 <NA> <NA> no pisces
## 3095 <NA> catholicism no capricorn
## 3096 <NA> agnosticism no scorpio
## 3097 likes dogs and likes cats buddhism no scorpio
## 3098 has dogs other no leo
## 3099 <NA> buddhism no pisces
## 3100 likes dogs and has cats <NA> no <NA>
## 3101 likes dogs and has cats <NA> when drinking <NA>
## 3102 likes dogs and has cats buddhism no scorpio
## 3103 likes dogs and likes cats buddhism no sagittarius
## 3104 likes dogs and dislikes cats <NA> sometimes libra
## 3105 likes dogs and likes cats christianity no scorpio
## 3106 dislikes dogs and likes cats islam no <NA>
## 3107 has dogs atheism no libra
## 3108 likes dogs and likes cats agnosticism no sagittarius
## 3109 likes dogs and likes cats other no libra
## 3110 <NA> <NA> no cancer
## 3111 likes dogs agnosticism <NA> cancer
## 3112 has dogs and has cats agnosticism no aquarius
## 3113 has dogs atheism no virgo
## 3114 likes dogs and dislikes cats agnosticism sometimes scorpio
## 3115 likes dogs and likes cats other trying to quit gemini
## 3116 likes dogs <NA> no <NA>
## 3117 <NA> atheism no aries
## 3118 likes dogs and has cats agnosticism no aries
## 3119 <NA> <NA> <NA> pisces
## 3120 <NA> <NA> no virgo
## 3121 likes dogs and likes cats <NA> <NA> leo
## 3122 likes dogs <NA> no aquarius
## 3123 likes dogs and has cats catholicism no virgo
## 3124 likes dogs agnosticism no cancer
## 3125 likes dogs and likes cats atheism no virgo
## 3126 likes dogs agnosticism no scorpio
## 3127 <NA> christianity <NA> gemini
## 3128 dislikes dogs and likes cats islam no <NA>
## 3129 likes dogs and likes cats <NA> no libra
## 3130 has dogs and has cats buddhism no pisces
## 3131 <NA> <NA> sometimes <NA>
## 3132 has dogs agnosticism no cancer
## 3133 likes dogs buddhism no leo
## 3134 likes dogs and has cats agnosticism no libra
## 3135 likes dogs <NA> no gemini
## 3136 <NA> christianity no <NA>
## 3137 dislikes dogs and dislikes cats agnosticism trying to quit pisces
## 3138 likes dogs and likes cats other no aquarius
## 3139 has dogs and has cats other sometimes leo
## 3140 <NA> <NA> no libra
## 3141 likes dogs and likes cats agnosticism no leo
## 3142 has dogs christianity no <NA>
## 3143 likes dogs and likes cats other no leo
## 3144 <NA> agnosticism no aries
## 3145 <NA> christianity no capricorn
## 3146 <NA> <NA> <NA> scorpio
## 3147 likes dogs and likes cats other no cancer
## 3148 likes dogs christianity sometimes aries
## 3149 likes dogs and likes cats atheism no gemini
## 3150 likes dogs and has cats agnosticism no scorpio
## 3151 <NA> christianity no virgo
## 3152 <NA> <NA> no scorpio
## 3153 <NA> buddhism no scorpio
## 3154 likes dogs and has cats other no leo
## 3155 likes dogs and has cats judaism <NA> sagittarius
## 3156 <NA> other no libra
## 3157 likes dogs and likes cats judaism when drinking aquarius
## 3158 likes dogs and has cats <NA> no aries
## 3159 <NA> catholicism no cancer
## 3160 likes dogs and dislikes cats agnosticism no virgo
## 3161 likes dogs other no libra
## 3162 likes dogs and has cats atheism no aquarius
## 3163 <NA> <NA> no gemini
## 3164 has dogs and dislikes cats <NA> no <NA>
## 3165 likes dogs and likes cats atheism no virgo
## 3166 has cats <NA> no <NA>
## 3167 likes dogs and likes cats other no aries
## 3168 <NA> <NA> no <NA>
## 3169 likes dogs and likes cats agnosticism no libra
## 3170 likes dogs and likes cats catholicism trying to quit aries
## 3171 <NA> <NA> no <NA>
## 3172 <NA> hinduism no <NA>
## 3173 likes dogs and likes cats judaism trying to quit taurus
## 3174 <NA> <NA> no aries
## 3175 likes dogs and likes cats <NA> no libra
## 3176 has dogs judaism no virgo
## 3177 likes dogs and likes cats other sometimes gemini
## 3178 <NA> <NA> no pisces
## 3179 has dogs and likes cats buddhism no libra
## 3180 <NA> catholicism sometimes capricorn
## 3181 <NA> catholicism <NA> <NA>
## 3182 likes dogs and likes cats atheism no virgo
## 3183 <NA> atheism <NA> <NA>
## 3184 <NA> <NA> <NA> <NA>
## 3185 has dogs catholicism no libra
## 3186 likes dogs christianity no pisces
## 3187 has dogs catholicism no aries
## 3188 likes dogs and likes cats atheism yes aries
## 3189 likes dogs and likes cats agnosticism <NA> taurus
## 3190 <NA> <NA> no <NA>
## 3191 likes dogs and likes cats <NA> no cancer
## 3192 <NA> atheism no <NA>
## 3193 likes dogs <NA> no leo
## 3194 likes dogs and has cats buddhism no capricorn
## 3195 has dogs and likes cats catholicism no cancer
## 3196 <NA> <NA> no taurus
## 3197 has dogs and likes cats <NA> no gemini
## 3198 likes dogs and dislikes cats christianity no aquarius
## 3199 likes dogs and has cats judaism no taurus
## 3200 has cats <NA> no scorpio
## 3201 likes dogs and likes cats atheism no virgo
## 3202 has dogs and likes cats atheism no scorpio
## 3203 likes dogs other no scorpio
## 3204 likes dogs and has cats agnosticism no aquarius
## 3205 likes dogs and has cats other no virgo
## 3206 has dogs and likes cats other no taurus
## 3207 likes dogs other no capricorn
## 3208 <NA> other <NA> taurus
## 3209 likes dogs and likes cats agnosticism no leo
## 3210 likes dogs and has cats judaism no scorpio
## 3211 <NA> agnosticism no aquarius
## 3212 <NA> hinduism no virgo
## 3213 likes dogs and likes cats <NA> no pisces
## 3214 likes dogs and has cats catholicism no aquarius
## 3215 dislikes dogs and likes cats catholicism no libra
## 3216 <NA> christianity no aquarius
## 3217 <NA> other <NA> aries
## 3218 likes dogs catholicism no leo
## 3219 <NA> catholicism no pisces
## 3220 likes dogs and likes cats agnosticism <NA> taurus
## 3221 likes dogs and likes cats atheism no pisces
## 3222 likes dogs and likes cats christianity yes leo
## 3223 likes dogs and likes cats atheism trying to quit aquarius
## 3224 likes dogs and likes cats <NA> no cancer
## 3225 <NA> christianity no taurus
## 3226 <NA> <NA> no scorpio
## 3227 likes dogs and likes cats agnosticism no sagittarius
## 3228 <NA> <NA> no <NA>
## 3229 likes dogs and likes cats judaism when drinking pisces
## 3230 likes dogs and likes cats christianity no virgo
## 3231 <NA> atheism no gemini
## 3232 has dogs agnosticism <NA> cancer
## 3233 <NA> other no pisces
## 3234 <NA> other no taurus
## 3235 <NA> <NA> no libra
## 3236 likes dogs <NA> no <NA>
## 3237 likes dogs and likes cats atheism no libra
## 3238 likes dogs and likes cats agnosticism no aries
## 3239 <NA> agnosticism no <NA>
## 3240 <NA> <NA> no <NA>
## 3241 <NA> atheism no <NA>
## 3242 <NA> <NA> sometimes <NA>
## 3243 <NA> buddhism <NA> <NA>
## 3244 likes dogs and likes cats agnosticism no <NA>
## 3245 likes dogs and likes cats atheism no <NA>
## 3246 <NA> atheism no scorpio
## 3247 likes dogs and has cats agnosticism no capricorn
## 3248 likes dogs and likes cats other no virgo
## 3249 <NA> atheism no capricorn
## 3250 likes dogs and likes cats agnosticism no libra
## 3251 <NA> <NA> no <NA>
## 3252 has dogs and likes cats <NA> no <NA>
## 3253 likes dogs and likes cats other when drinking taurus
## 3254 likes dogs and likes cats atheism no scorpio
## 3255 <NA> <NA> no leo
## 3256 likes dogs and likes cats <NA> when drinking capricorn
## 3257 likes dogs and likes cats <NA> sometimes gemini
## 3258 <NA> agnosticism <NA> cancer
## 3259 <NA> christianity no <NA>
## 3260 likes dogs <NA> no virgo
## 3261 has dogs and likes cats christianity when drinking <NA>
## 3262 <NA> agnosticism no aquarius
## 3263 likes dogs and likes cats atheism no virgo
## 3264 likes dogs <NA> no virgo
## 3265 likes dogs and likes cats <NA> no cancer
## 3266 likes dogs christianity no virgo
## 3267 <NA> <NA> no aquarius
## 3268 <NA> agnosticism no pisces
## 3269 <NA> other no virgo
## 3270 likes dogs and likes cats judaism no aquarius
## 3271 <NA> catholicism <NA> aquarius
## 3272 likes dogs <NA> when drinking <NA>
## 3273 has dogs and dislikes cats catholicism no gemini
## 3274 likes dogs and likes cats buddhism <NA> libra
## 3275 likes dogs and likes cats <NA> no leo
## 3276 likes dogs and likes cats atheism no sagittarius
## 3277 has cats agnosticism no aquarius
## 3278 <NA> <NA> <NA> leo
## 3279 likes dogs and likes cats <NA> no aquarius
## 3280 likes dogs and likes cats <NA> <NA> virgo
## 3281 likes dogs and likes cats <NA> <NA> cancer
## 3282 likes dogs and likes cats <NA> no <NA>
## 3283 likes dogs and has cats <NA> no <NA>
## 3284 <NA> <NA> no <NA>
## 3285 has dogs and likes cats other no cancer
## 3286 likes dogs catholicism no scorpio
## 3287 <NA> other no <NA>
## 3288 likes dogs <NA> no taurus
## 3289 has cats other no virgo
## 3290 <NA> <NA> no gemini
## 3291 likes dogs christianity no taurus
## 3292 <NA> catholicism no gemini
## 3293 has dogs and likes cats catholicism no pisces
## 3294 likes dogs and has cats christianity no taurus
## 3295 likes dogs <NA> no pisces
## 3296 likes dogs and likes cats other no aries
## 3297 <NA> <NA> sometimes virgo
## 3298 <NA> christianity no aries
## 3299 dislikes cats other no gemini
## 3300 <NA> catholicism no leo
## 3301 likes dogs and likes cats atheism no <NA>
## 3302 <NA> <NA> <NA> <NA>
## 3303 likes dogs judaism no virgo
## 3304 likes dogs other when drinking pisces
## 3305 <NA> catholicism no virgo
## 3306 <NA> <NA> no <NA>
## 3307 <NA> <NA> no aquarius
## 3308 <NA> other sometimes aquarius
## 3309 likes dogs and likes cats atheism yes <NA>
## 3310 likes dogs and likes cats christianity <NA> aries
## 3311 <NA> catholicism no aries
## 3312 <NA> atheism sometimes leo
## 3313 <NA> agnosticism no capricorn
## 3314 likes dogs atheism no <NA>
## 3315 likes dogs and likes cats <NA> no virgo
## 3316 has dogs <NA> no virgo
## 3317 <NA> <NA> no <NA>
## 3318 <NA> catholicism no capricorn
## 3319 likes dogs and likes cats atheism no aries
## 3320 <NA> <NA> sometimes <NA>
## 3321 likes dogs and likes cats other <NA> leo
## 3322 has dogs atheism trying to quit aries
## 3323 likes dogs <NA> no <NA>
## 3324 <NA> <NA> <NA> <NA>
## 3325 <NA> <NA> no <NA>
## 3326 likes dogs and likes cats catholicism when drinking pisces
## 3327 <NA> <NA> no virgo
## 3328 <NA> <NA> no <NA>
## 3329 <NA> christianity sometimes aquarius
## 3330 <NA> <NA> <NA> <NA>
## 3331 <NA> <NA> trying to quit aries
## 3332 <NA> <NA> yes aries
## 3333 likes dogs and likes cats atheism no cancer
## 3334 likes dogs and likes cats agnosticism no aquarius
## 3335 likes dogs and has cats agnosticism no sagittarius
## 3336 likes cats atheism no <NA>
## 3337 likes dogs other no taurus
## 3338 has dogs and likes cats other no taurus
## 3339 likes dogs and likes cats <NA> no libra
## 3340 likes dogs and likes cats other no taurus
## 3341 likes dogs atheism trying to quit aquarius
## 3342 <NA> <NA> <NA> pisces
## 3343 has dogs catholicism no pisces
## 3344 likes dogs and likes cats catholicism no taurus
## 3345 has dogs and dislikes cats agnosticism yes virgo
## 3346 <NA> christianity no <NA>
## 3347 has dogs and likes cats atheism no taurus
## 3348 likes dogs and likes cats <NA> <NA> <NA>
## 3349 likes dogs and likes cats atheism no libra
## 3350 has cats <NA> no <NA>
## 3351 <NA> <NA> no taurus
## 3352 likes dogs and likes cats christianity yes libra
## 3353 likes cats atheism no sagittarius
## 3354 likes dogs and likes cats <NA> no leo
## 3355 likes dogs agnosticism no cancer
## 3356 likes dogs agnosticism no aries
## 3357 <NA> <NA> yes cancer
## 3358 has cats agnosticism no <NA>
## 3359 likes dogs and has cats agnosticism when drinking gemini
## 3360 <NA> agnosticism yes aquarius
## 3361 likes dogs <NA> <NA> pisces
## 3362 dislikes dogs and likes cats atheism no <NA>
## 3363 likes dogs and likes cats agnosticism sometimes cancer
## 3364 likes dogs and likes cats buddhism no aquarius
## 3365 likes dogs and likes cats atheism no sagittarius
## 3366 likes dogs and likes cats judaism <NA> capricorn
## 3367 likes dogs and likes cats <NA> no libra
## 3368 <NA> <NA> no aquarius
## 3369 likes dogs and likes cats christianity no <NA>
## 3370 <NA> <NA> <NA> <NA>
## 3371 likes dogs and likes cats christianity no capricorn
## 3372 <NA> other no taurus
## 3373 <NA> atheism no aquarius
## 3374 likes dogs and has cats atheism <NA> gemini
## 3375 likes dogs and likes cats agnosticism when drinking aquarius
## 3376 <NA> other no <NA>
## 3377 <NA> christianity sometimes aquarius
## 3378 likes dogs and likes cats other no <NA>
## 3379 likes cats <NA> no cancer
## 3380 likes dogs and likes cats other <NA> <NA>
## 3381 likes dogs and likes cats <NA> no taurus
## 3382 likes dogs and likes cats atheism trying to quit leo
## 3383 likes dogs and has cats agnosticism yes aquarius
## 3384 dislikes cats other no cancer
## 3385 likes dogs and has cats atheism yes capricorn
## 3386 has dogs <NA> no leo
## 3387 <NA> <NA> no <NA>
## 3388 has cats other no capricorn
## 3389 likes dogs and likes cats agnosticism no virgo
## 3390 likes dogs and likes cats <NA> no leo
## 3391 has dogs and likes cats <NA> no <NA>
## 3392 <NA> <NA> no <NA>
## 3393 <NA> <NA> <NA> virgo
## 3394 <NA> atheism sometimes libra
## 3395 <NA> atheism no aries
## 3396 likes dogs and likes cats atheism no <NA>
## 3397 likes dogs christianity no libra
## 3398 <NA> atheism no <NA>
## 3399 <NA> christianity no <NA>
## 3400 likes dogs agnosticism when drinking cancer
## 3401 likes dogs and likes cats agnosticism no taurus
## 3402 likes dogs and likes cats other no sagittarius
## 3403 likes dogs and has cats atheism no libra
## 3404 has cats judaism trying to quit pisces
## 3405 <NA> atheism no <NA>
## 3406 <NA> <NA> no <NA>
## 3407 likes dogs and likes cats atheism yes capricorn
## 3408 has dogs and likes cats <NA> no <NA>
## 3409 <NA> <NA> no aquarius
## 3410 <NA> <NA> no leo
## 3411 has dogs agnosticism no leo
## 3412 likes dogs and likes cats agnosticism no cancer
## 3413 likes dogs and dislikes cats agnosticism no <NA>
## 3414 likes dogs christianity trying to quit virgo
## 3415 has dogs <NA> no <NA>
## 3416 likes dogs christianity no sagittarius
## 3417 <NA> agnosticism no sagittarius
## 3418 <NA> <NA> no cancer
## 3419 <NA> other no aries
## 3420 likes dogs and likes cats atheism trying to quit <NA>
## 3421 has dogs judaism no libra
## 3422 has dogs other <NA> <NA>
## 3423 likes dogs judaism no <NA>
## 3424 dislikes dogs and dislikes cats buddhism no cancer
## 3425 likes dogs <NA> <NA> scorpio
## 3426 <NA> judaism no aries
## 3427 likes dogs agnosticism no <NA>
## 3428 <NA> <NA> no <NA>
## 3429 likes dogs and likes cats other when drinking <NA>
## 3430 likes dogs and likes cats <NA> no scorpio
## 3431 <NA> other no sagittarius
## 3432 <NA> <NA> no <NA>
## 3433 has dogs atheism yes libra
## 3434 <NA> <NA> no <NA>
## 3435 likes dogs and likes cats other no scorpio
## 3436 <NA> <NA> no scorpio
## 3437 <NA> atheism no aquarius
## 3438 likes dogs and has cats christianity yes virgo
## 3439 <NA> <NA> no leo
## 3440 likes dogs and has cats <NA> yes leo
## 3441 likes dogs other no <NA>
## 3442 has dogs other no cancer
## 3443 <NA> atheism no <NA>
## 3444 has dogs other sometimes libra
## 3445 likes dogs and has cats <NA> no cancer
## 3446 likes dogs agnosticism no <NA>
## 3447 has cats <NA> no taurus
## 3448 likes dogs catholicism no leo
## 3449 has dogs atheism no scorpio
## 3450 likes dogs and likes cats atheism no scorpio
## 3451 likes dogs and has cats catholicism no pisces
## 3452 likes dogs catholicism no gemini
## 3453 likes dogs and likes cats other no libra
## 3454 likes dogs judaism no aquarius
## 3455 likes dogs and likes cats christianity no pisces
## 3456 <NA> christianity yes taurus
## 3457 likes cats atheism no aquarius
## 3458 <NA> judaism no scorpio
## 3459 likes dogs and has cats <NA> yes cancer
## 3460 has dogs agnosticism no aquarius
## 3461 <NA> <NA> no <NA>
## 3462 has dogs and likes cats <NA> no scorpio
## 3463 likes dogs and has cats <NA> <NA> libra
## 3464 likes dogs and likes cats <NA> yes pisces
## 3465 likes dogs and has cats judaism no gemini
## 3466 likes dogs and likes cats christianity no aries
## 3467 likes dogs and likes cats christianity no scorpio
## 3468 <NA> christianity no leo
## 3469 has dogs and likes cats catholicism yes taurus
## 3470 likes dogs and likes cats catholicism no sagittarius
## 3471 <NA> catholicism no capricorn
## 3472 <NA> <NA> no gemini
## 3473 likes dogs and dislikes cats christianity no gemini
## 3474 likes dogs and likes cats <NA> no leo
## 3475 <NA> christianity no <NA>
## 3476 likes dogs other no taurus
## 3477 has dogs and likes cats christianity yes libra
## 3478 likes dogs and likes cats agnosticism no aquarius
## 3479 likes dogs and dislikes cats other no aquarius
## 3480 likes dogs and has cats catholicism sometimes virgo
## 3481 <NA> <NA> <NA> leo
## 3482 has dogs and likes cats catholicism no gemini
## 3483 <NA> <NA> sometimes libra
## 3484 has dogs other no scorpio
## 3485 <NA> <NA> no taurus
## 3486 <NA> <NA> no pisces
## 3487 likes dogs and has cats catholicism no leo
## 3488 has cats christianity no aquarius
## 3489 <NA> <NA> no <NA>
## 3490 <NA> <NA> <NA> aries
## 3491 <NA> other no sagittarius
## 3492 has cats other no cancer
## 3493 has dogs and likes cats agnosticism no gemini
## 3494 likes dogs and likes cats agnosticism no scorpio
## 3495 has dogs other no scorpio
## 3496 likes dogs and likes cats agnosticism <NA> <NA>
## 3497 likes dogs and likes cats other no cancer
## 3498 likes dogs and likes cats <NA> no pisces
## 3499 likes dogs and likes cats catholicism no taurus
## 3500 likes dogs and likes cats agnosticism trying to quit scorpio
## 3501 likes dogs and likes cats atheism no scorpio
## 3502 has dogs and has cats other no aquarius
## 3503 <NA> <NA> no <NA>
## 3504 likes dogs other no capricorn
## 3505 has dogs and likes cats <NA> no <NA>
## 3506 has dogs <NA> no sagittarius
## 3507 likes dogs and likes cats agnosticism no aries
## 3508 likes dogs and likes cats buddhism no cancer
## 3509 likes dogs christianity no pisces
## 3510 likes dogs and dislikes cats catholicism no gemini
## 3511 <NA> catholicism no cancer
## 3512 <NA> other no leo
## 3513 <NA> <NA> no gemini
## 3514 <NA> <NA> <NA> <NA>
## 3515 likes dogs other no scorpio
## 3516 likes dogs <NA> no <NA>
## 3517 likes dogs and likes cats atheism no <NA>
## 3518 has dogs and likes cats <NA> no virgo
## 3519 <NA> other yes libra
## 3520 has dogs <NA> no aquarius
## 3521 likes dogs and dislikes cats christianity no virgo
## 3522 <NA> <NA> no <NA>
## 3523 likes dogs agnosticism no gemini
## 3524 likes dogs and likes cats atheism no scorpio
## 3525 likes dogs atheism no gemini
## 3526 likes dogs and likes cats judaism no leo
## 3527 likes dogs <NA> no <NA>
## 3528 likes dogs and likes cats judaism sometimes aries
## 3529 likes dogs and likes cats christianity no taurus
## 3530 likes dogs and likes cats christianity no taurus
## 3531 likes dogs other no virgo
## 3532 likes dogs and likes cats agnosticism sometimes sagittarius
## 3533 <NA> catholicism no leo
## 3534 <NA> agnosticism no aquarius
## 3535 likes dogs <NA> no <NA>
## 3536 <NA> agnosticism no cancer
## 3537 <NA> agnosticism no libra
## 3538 likes dogs and likes cats atheism no taurus
## 3539 <NA> <NA> no aquarius
## 3540 <NA> <NA> no capricorn
## 3541 has cats christianity <NA> scorpio
## 3542 likes cats agnosticism trying to quit libra
## 3543 likes dogs and has cats agnosticism no aries
## 3544 has dogs and likes cats atheism sometimes libra
## 3545 has dogs and likes cats agnosticism no pisces
## 3546 <NA> atheism sometimes gemini
## 3547 <NA> agnosticism no sagittarius
## 3548 has dogs and likes cats other trying to quit virgo
## 3549 likes dogs and likes cats christianity no capricorn
## 3550 likes dogs and likes cats <NA> no leo
## 3551 likes dogs and has cats atheism no scorpio
## 3552 <NA> atheism no leo
## 3553 likes dogs and likes cats other no scorpio
## 3554 likes dogs and has cats agnosticism no sagittarius
## 3555 <NA> other no <NA>
## 3556 <NA> christianity no scorpio
## 3557 has cats atheism <NA> taurus
## 3558 <NA> <NA> no <NA>
## 3559 likes dogs and likes cats other no libra
## 3560 <NA> atheism no pisces
## 3561 likes dogs and likes cats christianity no capricorn
## 3562 <NA> agnosticism no pisces
## 3563 <NA> islam no libra
## 3564 <NA> other when drinking taurus
## 3565 likes dogs and has cats other no <NA>
## 3566 <NA> christianity no aquarius
## 3567 has dogs and has cats other no aries
## 3568 has dogs agnosticism no pisces
## 3569 likes dogs agnosticism no scorpio
## 3570 has cats christianity no leo
## 3571 <NA> atheism no taurus
## 3572 likes dogs hinduism <NA> virgo
## 3573 has dogs and likes cats atheism no scorpio
## 3574 likes dogs christianity no sagittarius
## 3575 <NA> other sometimes capricorn
## 3576 likes dogs and likes cats other no libra
## 3577 <NA> other <NA> <NA>
## 3578 has dogs and likes cats agnosticism sometimes <NA>
## 3579 <NA> <NA> no leo
## 3580 has dogs and likes cats other trying to quit capricorn
## 3581 likes dogs and likes cats atheism no leo
## 3582 likes dogs <NA> no pisces
## 3583 likes dogs catholicism no pisces
## 3584 likes dogs and likes cats other trying to quit leo
## 3585 likes dogs and likes cats agnosticism no pisces
## 3586 has dogs and likes cats catholicism no taurus
## 3587 likes dogs and likes cats other no <NA>
## 3588 <NA> christianity no virgo
## 3589 <NA> <NA> no cancer
## 3590 <NA> <NA> no aquarius
## 3591 <NA> christianity no libra
## 3592 <NA> <NA> no aries
## 3593 <NA> catholicism <NA> cancer
## 3594 likes dogs and likes cats <NA> when drinking taurus
## 3595 likes dogs and likes cats <NA> no scorpio
## 3596 has dogs agnosticism no gemini
## 3597 likes dogs and likes cats other no gemini
## 3598 <NA> christianity no pisces
## 3599 <NA> atheism no <NA>
## 3600 likes dogs and dislikes cats agnosticism no aries
## 3601 has dogs and dislikes cats <NA> <NA> gemini
## 3602 <NA> christianity no <NA>
## 3603 has dogs and likes cats <NA> no taurus
## 3604 <NA> agnosticism no sagittarius
## 3605 likes dogs and has cats catholicism no sagittarius
## 3606 likes dogs buddhism no leo
## 3607 <NA> <NA> <NA> <NA>
## 3608 <NA> buddhism no scorpio
## 3609 likes dogs <NA> no <NA>
## 3610 likes dogs and has cats agnosticism <NA> cancer
## 3611 has dogs judaism when drinking leo
## 3612 likes dogs and likes cats agnosticism no gemini
## 3613 has dogs catholicism when drinking gemini
## 3614 likes dogs and dislikes cats christianity no <NA>
## 3615 likes dogs and likes cats judaism no virgo
## 3616 <NA> <NA> no virgo
## 3617 <NA> agnosticism sometimes pisces
## 3618 likes dogs and likes cats <NA> no cancer
## 3619 likes dogs catholicism no libra
## 3620 has cats <NA> sometimes taurus
## 3621 likes dogs and has cats catholicism when drinking aries
## 3622 dislikes dogs and dislikes cats catholicism no cancer
## 3623 has dogs and likes cats <NA> <NA> aquarius
## 3624 likes dogs and likes cats buddhism no pisces
## 3625 has cats catholicism no virgo
## 3626 has dogs and likes cats <NA> no virgo
## 3627 likes dogs and likes cats agnosticism no aries
## 3628 likes dogs and likes cats christianity no leo
## 3629 likes dogs other no <NA>
## 3630 likes dogs and has cats agnosticism no gemini
## 3631 <NA> judaism no <NA>
## 3632 <NA> <NA> no taurus
## 3633 likes dogs and likes cats agnosticism sometimes cancer
## 3634 has dogs and has cats christianity <NA> leo
## 3635 <NA> <NA> no <NA>
## 3636 likes dogs <NA> no <NA>
## 3637 <NA> <NA> <NA> <NA>
## 3638 has dogs and likes cats agnosticism no libra
## 3639 <NA> <NA> <NA> libra
## 3640 <NA> <NA> no virgo
## 3641 has dogs and has cats <NA> no leo
## 3642 <NA> <NA> <NA> pisces
## 3643 likes dogs and likes cats catholicism no virgo
## 3644 dislikes dogs and dislikes cats catholicism no cancer
## 3645 has dogs atheism no virgo
## 3646 has dogs <NA> no aries
## 3647 likes dogs and has cats catholicism no aquarius
## 3648 likes dogs agnosticism <NA> sagittarius
## 3649 <NA> <NA> <NA> <NA>
## 3650 likes dogs and likes cats other no sagittarius
## 3651 has dogs atheism trying to quit libra
## 3652 has dogs and likes cats <NA> no <NA>
## 3653 likes dogs and likes cats judaism no sagittarius
## 3654 <NA> <NA> no aquarius
## 3655 has dogs and likes cats catholicism no gemini
## 3656 likes dogs and likes cats judaism <NA> aquarius
## 3657 <NA> christianity no pisces
## 3658 <NA> <NA> no scorpio
## 3659 <NA> <NA> no libra
## 3660 likes dogs and likes cats christianity no aquarius
## 3661 has dogs and has cats other no <NA>
## 3662 likes dogs and likes cats atheism when drinking aquarius
## 3663 <NA> <NA> <NA> <NA>
## 3664 likes dogs and likes cats judaism no sagittarius
## 3665 likes dogs and has cats <NA> no cancer
## 3666 <NA> other no taurus
## 3667 likes dogs and likes cats agnosticism no cancer
## 3668 likes dogs agnosticism no aquarius
## 3669 <NA> christianity no gemini
## 3670 likes dogs and has cats <NA> sometimes libra
## 3671 <NA> <NA> no <NA>
## 3672 has dogs and likes cats atheism no <NA>
## 3673 likes dogs and has cats other trying to quit <NA>
## 3674 has dogs agnosticism no taurus
## 3675 likes dogs and likes cats other no cancer
## 3676 has cats atheism no scorpio
## 3677 <NA> atheism no <NA>
## 3678 has dogs and likes cats <NA> <NA> scorpio
## 3679 likes dogs <NA> no <NA>
## 3680 has dogs and likes cats atheism no pisces
## 3681 <NA> <NA> no <NA>
## 3682 has dogs <NA> no libra
## 3683 <NA> <NA> when drinking <NA>
## 3684 has dogs and has cats other no gemini
## 3685 likes dogs atheism no <NA>
## 3686 likes dogs atheism no gemini
## 3687 <NA> <NA> no <NA>
## 3688 dislikes cats <NA> <NA> pisces
## 3689 likes dogs and likes cats atheism no <NA>
## 3690 likes cats atheism no taurus
## 3691 likes dogs <NA> no <NA>
## 3692 dislikes dogs and likes cats agnosticism no gemini
## 3693 likes dogs and likes cats <NA> no capricorn
## 3694 <NA> judaism no libra
## 3695 <NA> christianity no leo
## 3696 <NA> atheism sometimes pisces
## 3697 likes dogs and likes cats catholicism no leo
## 3698 has dogs and likes cats catholicism no scorpio
## 3699 likes dogs buddhism no scorpio
## 3700 likes dogs and likes cats atheism no taurus
## 3701 likes dogs and likes cats other no libra
## 3702 likes dogs and dislikes cats hinduism no gemini
## 3703 likes dogs and likes cats <NA> no leo
## 3704 has dogs and has cats <NA> no scorpio
## 3705 likes dogs and likes cats <NA> no virgo
## 3706 likes dogs and likes cats other yes sagittarius
## 3707 likes dogs and likes cats agnosticism no taurus
## 3708 likes dogs and likes cats atheism when drinking aries
## 3709 has dogs agnosticism no virgo
## 3710 likes dogs catholicism no libra
## 3711 likes dogs <NA> no <NA>
## 3712 likes dogs and likes cats agnosticism when drinking aquarius
## 3713 <NA> agnosticism no pisces
## 3714 <NA> atheism sometimes aries
## 3715 <NA> other no taurus
## 3716 likes dogs and likes cats atheism no capricorn
## 3717 <NA> <NA> trying to quit <NA>
## 3718 likes dogs and has cats <NA> sometimes gemini
## 3719 <NA> <NA> no scorpio
## 3720 <NA> <NA> <NA> aquarius
## 3721 likes dogs <NA> no taurus
## 3722 <NA> <NA> yes aries
## 3723 likes dogs christianity no sagittarius
## 3724 has dogs christianity no sagittarius
## 3725 <NA> catholicism no cancer
## 3726 has dogs catholicism no cancer
## 3727 <NA> <NA> <NA> taurus
## 3728 <NA> <NA> <NA> <NA>
## 3729 likes dogs and likes cats other no taurus
## 3730 likes dogs and likes cats <NA> no virgo
## 3731 <NA> other no virgo
## 3732 has dogs and likes cats <NA> sometimes cancer
## 3733 likes dogs <NA> <NA> libra
## 3734 likes dogs and likes cats other no libra
## 3735 likes dogs and likes cats <NA> yes aquarius
## 3736 <NA> <NA> no scorpio
## 3737 <NA> buddhism no <NA>
## 3738 <NA> <NA> no aquarius
## 3739 has dogs agnosticism no capricorn
## 3740 <NA> <NA> no cancer
## 3741 has dogs and has cats agnosticism no capricorn
## 3742 likes dogs and likes cats agnosticism no aries
## 3743 has dogs catholicism no gemini
## 3744 likes dogs and likes cats atheism no leo
## 3745 likes dogs and has cats atheism no scorpio
## 3746 has dogs and likes cats agnosticism when drinking aquarius
## 3747 <NA> judaism no taurus
## 3748 <NA> agnosticism no aquarius
## 3749 <NA> other no leo
## 3750 likes dogs <NA> no aries
## 3751 <NA> agnosticism <NA> <NA>
## 3752 <NA> <NA> when drinking <NA>
## 3753 has dogs and likes cats agnosticism sometimes taurus
## 3754 <NA> agnosticism no sagittarius
## 3755 has dogs and has cats agnosticism no virgo
## 3756 likes dogs agnosticism no libra
## 3757 <NA> agnosticism no leo
## 3758 <NA> <NA> no <NA>
## 3759 <NA> other sometimes gemini
## 3760 likes dogs and has cats <NA> <NA> leo
## 3761 <NA> christianity no capricorn
## 3762 <NA> <NA> no <NA>
## 3763 likes cats agnosticism no taurus
## 3764 likes dogs and likes cats judaism no scorpio
## 3765 likes dogs and likes cats atheism no pisces
## 3766 likes dogs and likes cats atheism no taurus
## 3767 <NA> <NA> when drinking aquarius
## 3768 likes dogs and likes cats agnosticism sometimes taurus
## 3769 likes dogs and likes cats atheism no <NA>
## 3770 <NA> atheism yes cancer
## 3771 <NA> buddhism no sagittarius
## 3772 has dogs <NA> no <NA>
## 3773 likes dogs and likes cats <NA> no capricorn
## 3774 <NA> <NA> no <NA>
## 3775 has dogs other no libra
## 3776 <NA> christianity yes libra
## 3777 <NA> <NA> no leo
## 3778 has dogs and has cats other trying to quit sagittarius
## 3779 <NA> catholicism no taurus
## 3780 likes dogs christianity no virgo
## 3781 <NA> christianity no leo
## 3782 <NA> atheism no <NA>
## 3783 likes dogs and has cats catholicism <NA> pisces
## 3784 <NA> agnosticism when drinking libra
## 3785 likes dogs and dislikes cats <NA> no cancer
## 3786 likes dogs christianity no pisces
## 3787 likes dogs and likes cats agnosticism sometimes aries
## 3788 has dogs and likes cats other no sagittarius
## 3789 <NA> catholicism no gemini
## 3790 likes dogs other <NA> cancer
## 3791 <NA> hinduism no scorpio
## 3792 has dogs <NA> no <NA>
## 3793 <NA> other no cancer
## 3794 <NA> other <NA> libra
## 3795 likes dogs and has cats atheism trying to quit libra
## 3796 likes cats <NA> no leo
## 3797 has dogs and likes cats agnosticism when drinking gemini
## 3798 <NA> catholicism no scorpio
## 3799 likes dogs and likes cats atheism no gemini
## 3800 likes dogs and dislikes cats agnosticism no libra
## 3801 <NA> atheism no gemini
## 3802 likes dogs and likes cats <NA> when drinking libra
## 3803 likes dogs atheism no sagittarius
## 3804 likes dogs and likes cats judaism no capricorn
## 3805 <NA> judaism no <NA>
## 3806 <NA> judaism no <NA>
## 3807 <NA> agnosticism no aquarius
## 3808 likes dogs and likes cats catholicism no pisces
## 3809 likes dogs and dislikes cats atheism when drinking <NA>
## 3810 <NA> <NA> no aries
## 3811 likes dogs and has cats judaism no taurus
## 3812 likes dogs agnosticism no gemini
## 3813 <NA> <NA> <NA> scorpio
## 3814 has dogs <NA> no gemini
## 3815 likes dogs and likes cats <NA> no leo
## 3816 likes dogs and likes cats catholicism no <NA>
## 3817 has dogs <NA> no scorpio
## 3818 likes dogs and likes cats other no sagittarius
## 3819 <NA> atheism no capricorn
## 3820 <NA> agnosticism no libra
## 3821 likes dogs and likes cats atheism no capricorn
## 3822 likes dogs catholicism no pisces
## 3823 <NA> agnosticism no virgo
## 3824 likes dogs and likes cats <NA> <NA> taurus
## 3825 likes dogs and has cats agnosticism sometimes virgo
## 3826 likes dogs <NA> no capricorn
## 3827 likes dogs and has cats atheism no <NA>
## 3828 likes dogs and likes cats christianity no sagittarius
## 3829 has dogs other when drinking scorpio
## 3830 <NA> agnosticism no gemini
## 3831 has dogs and likes cats <NA> when drinking gemini
## 3832 <NA> atheism no <NA>
## 3833 <NA> <NA> no <NA>
## 3834 has cats <NA> no virgo
## 3835 likes dogs and has cats other no taurus
## 3836 has dogs buddhism no sagittarius
## 3837 likes dogs and likes cats <NA> no capricorn
## 3838 likes dogs atheism no taurus
## 3839 likes dogs atheism no scorpio
## 3840 <NA> agnosticism no taurus
## 3841 likes dogs and has cats agnosticism no cancer
## 3842 likes dogs <NA> <NA> cancer
## 3843 <NA> <NA> no <NA>
## 3844 has dogs and likes cats <NA> when drinking cancer
## 3845 likes dogs and has cats other no <NA>
## 3846 likes dogs and likes cats hinduism no leo
## 3847 likes dogs and likes cats judaism no capricorn
## 3848 <NA> buddhism when drinking aries
## 3849 <NA> <NA> <NA> <NA>
## 3850 has dogs and likes cats atheism no <NA>
## 3851 <NA> <NA> <NA> <NA>
## 3852 likes dogs and has cats atheism no capricorn
## 3853 likes dogs and has cats agnosticism no cancer
## 3854 likes dogs agnosticism when drinking libra
## 3855 likes cats <NA> no libra
## 3856 <NA> catholicism no leo
## 3857 likes dogs <NA> no <NA>
## 3858 likes dogs <NA> no leo
## 3859 <NA> agnosticism <NA> cancer
## 3860 <NA> <NA> no capricorn
## 3861 <NA> agnosticism <NA> <NA>
## 3862 likes dogs catholicism no aries
## 3863 <NA> hinduism no scorpio
## 3864 likes dogs and likes cats atheism no libra
## 3865 likes dogs and likes cats agnosticism no aries
## 3866 likes dogs catholicism no taurus
## 3867 <NA> <NA> <NA> <NA>
## 3868 <NA> christianity yes gemini
## 3869 <NA> atheism no <NA>
## 3870 <NA> <NA> no gemini
## 3871 likes dogs and likes cats catholicism no aquarius
## 3872 has dogs other no scorpio
## 3873 <NA> <NA> no <NA>
## 3874 has dogs and has cats agnosticism no pisces
## 3875 likes cats other <NA> virgo
## 3876 likes dogs and has cats agnosticism no taurus
## 3877 <NA> <NA> <NA> <NA>
## 3878 likes dogs and likes cats agnosticism when drinking aquarius
## 3879 <NA> <NA> when drinking scorpio
## 3880 <NA> agnosticism no libra
## 3881 <NA> <NA> no cancer
## 3882 <NA> <NA> no <NA>
## 3883 likes dogs <NA> <NA> capricorn
## 3884 <NA> agnosticism no <NA>
## 3885 <NA> <NA> <NA> <NA>
## 3886 <NA> buddhism no pisces
## 3887 <NA> agnosticism no libra
## 3888 <NA> atheism no sagittarius
## 3889 likes cats atheism no leo
## 3890 <NA> <NA> no cancer
## 3891 likes dogs and likes cats <NA> no <NA>
## 3892 likes dogs and likes cats <NA> <NA> virgo
## 3893 likes dogs agnosticism no gemini
## 3894 likes dogs and likes cats agnosticism no taurus
## 3895 likes dogs catholicism no virgo
## 3896 likes dogs and likes cats other no sagittarius
## 3897 likes dogs christianity no sagittarius
## 3898 likes dogs and likes cats judaism no <NA>
## 3899 likes dogs and likes cats other when drinking virgo
## 3900 <NA> catholicism no leo
## 3901 <NA> <NA> no cancer
## 3902 likes dogs and likes cats agnosticism no pisces
## 3903 likes dogs and likes cats agnosticism no libra
## 3904 likes dogs and has cats atheism no pisces
## 3905 likes cats agnosticism no libra
## 3906 <NA> <NA> no aries
## 3907 likes dogs catholicism no virgo
## 3908 likes dogs agnosticism no <NA>
## 3909 <NA> <NA> <NA> <NA>
## 3910 likes dogs and likes cats christianity no virgo
## 3911 <NA> agnosticism no gemini
## 3912 likes dogs christianity no libra
## 3913 <NA> agnosticism no taurus
## 3914 has dogs and likes cats catholicism no aquarius
## 3915 has dogs other no sagittarius
## 3916 <NA> judaism no libra
## 3917 likes dogs and likes cats christianity no aries
## 3918 likes dogs and likes cats judaism sometimes taurus
## 3919 has dogs and has cats <NA> no aries
## 3920 <NA> judaism no <NA>
## 3921 <NA> judaism no pisces
## 3922 likes dogs and likes cats christianity <NA> <NA>
## 3923 likes dogs and has cats other no aquarius
## 3924 <NA> other no libra
## 3925 likes dogs and likes cats <NA> sometimes virgo
## 3926 <NA> <NA> no sagittarius
## 3927 <NA> atheism sometimes cancer
## 3928 likes dogs and likes cats atheism trying to quit leo
## 3929 likes dogs and likes cats atheism no <NA>
## 3930 has dogs <NA> no leo
## 3931 likes dogs and likes cats atheism no aries
## 3932 likes dogs and likes cats atheism no virgo
## 3933 likes dogs <NA> no aries
## 3934 likes dogs and likes cats christianity no aquarius
## 3935 <NA> other no libra
## 3936 likes dogs <NA> no capricorn
## 3937 has dogs <NA> sometimes cancer
## 3938 <NA> <NA> no <NA>
## 3939 likes dogs and likes cats <NA> no leo
## 3940 has cats agnosticism no aquarius
## 3941 likes dogs and likes cats <NA> no aquarius
## 3942 has dogs <NA> no aquarius
## 3943 likes dogs and has cats <NA> no aquarius
## 3944 <NA> agnosticism yes aquarius
## 3945 <NA> <NA> yes <NA>
## 3946 likes dogs and likes cats <NA> no aries
## 3947 likes dogs atheism no pisces
## 3948 likes dogs atheism no aquarius
## 3949 likes dogs and likes cats atheism no taurus
## 3950 likes dogs and likes cats agnosticism no aries
## 3951 <NA> other no libra
## 3952 <NA> christianity no aries
## 3953 has dogs and has cats other no pisces
## 3954 has dogs <NA> <NA> aries
## 3955 <NA> <NA> no capricorn
## 3956 likes dogs agnosticism no leo
## 3957 has dogs agnosticism no pisces
## 3958 <NA> <NA> no leo
## 3959 <NA> other no cancer
## 3960 <NA> <NA> no <NA>
## 3961 <NA> <NA> trying to quit cancer
## 3962 <NA> hinduism no cancer
## 3963 likes dogs christianity no aries
## 3964 <NA> <NA> <NA> cancer
## 3965 likes dogs and likes cats other no capricorn
## 3966 <NA> agnosticism no taurus
## 3967 <NA> <NA> no <NA>
## 3968 likes dogs and likes cats atheism no gemini
## 3969 has dogs agnosticism <NA> scorpio
## 3970 likes dogs and has cats catholicism no sagittarius
## 3971 likes dogs and likes cats other no leo
## 3972 likes cats <NA> no libra
## 3973 likes dogs and likes cats agnosticism no cancer
## 3974 dislikes dogs and dislikes cats catholicism no libra
## 3975 has dogs and has cats agnosticism no aquarius
## 3976 likes dogs and likes cats agnosticism <NA> <NA>
## 3977 likes dogs agnosticism <NA> leo
## 3978 likes dogs atheism <NA> pisces
## 3979 has cats <NA> no aries
## 3980 <NA> christianity when drinking leo
## 3981 likes dogs and dislikes cats agnosticism no taurus
## 3982 likes dogs catholicism no aquarius
## 3983 <NA> atheism no leo
## 3984 likes dogs and likes cats agnosticism no aquarius
## 3985 <NA> <NA> no pisces
## 3986 likes cats <NA> no sagittarius
## 3987 has dogs other no capricorn
## 3988 likes dogs and likes cats <NA> no gemini
## 3989 <NA> <NA> no cancer
## 3990 <NA> agnosticism no gemini
## 3991 <NA> judaism no aquarius
## 3992 has cats <NA> no sagittarius
## 3993 likes dogs and likes cats christianity no <NA>
## 3994 likes dogs and likes cats <NA> no gemini
## 3995 likes dogs and has cats agnosticism no virgo
## 3996 likes dogs atheism <NA> leo
## 3997 likes dogs and likes cats atheism sometimes pisces
## 3998 likes dogs catholicism no pisces
## 3999 likes dogs and likes cats other sometimes aries
## 4000 has dogs and likes cats atheism no scorpio
## 4001 likes dogs judaism no <NA>
## 4002 likes dogs and dislikes cats atheism no <NA>
## 4003 <NA> <NA> sometimes sagittarius
## 4004 <NA> atheism no <NA>
## 4005 has dogs <NA> no pisces
## 4006 <NA> other no <NA>
## 4007 likes dogs and dislikes cats buddhism no cancer
## 4008 likes dogs and likes cats atheism no libra
## 4009 likes dogs atheism no <NA>
## 4010 <NA> catholicism no libra
## 4011 likes dogs and likes cats other no <NA>
## 4012 <NA> christianity no taurus
## 4013 <NA> agnosticism no pisces
## 4014 likes dogs and likes cats <NA> no <NA>
## 4015 <NA> hinduism no aries
## 4016 likes dogs and likes cats agnosticism no capricorn
## 4017 likes dogs catholicism no scorpio
## 4018 likes dogs and likes cats agnosticism no aries
## 4019 likes dogs and has cats agnosticism <NA> <NA>
## 4020 likes dogs and likes cats other no sagittarius
## 4021 <NA> <NA> no sagittarius
## 4022 likes dogs agnosticism no sagittarius
## 4023 <NA> <NA> no taurus
## 4024 has dogs <NA> trying to quit aquarius
## 4025 <NA> <NA> no scorpio
## 4026 likes dogs and likes cats atheism no sagittarius
## 4027 <NA> atheism no gemini
## 4028 likes dogs and has cats christianity no aquarius
## 4029 likes cats agnosticism no leo
## 4030 likes dogs and likes cats other no cancer
## 4031 <NA> <NA> <NA> libra
## 4032 likes dogs and dislikes cats atheism no leo
## 4033 has dogs catholicism sometimes cancer
## 4034 has dogs catholicism no leo
## 4035 likes dogs and has cats agnosticism no aries
## 4036 likes dogs and likes cats other no leo
## 4037 likes dogs agnosticism no virgo
## 4038 likes dogs and likes cats atheism no taurus
## 4039 <NA> <NA> <NA> <NA>
## 4040 likes dogs and likes cats agnosticism sometimes libra
## 4041 has dogs agnosticism sometimes leo
## 4042 dislikes dogs and dislikes cats judaism no <NA>
## 4043 <NA> other no sagittarius
## 4044 has dogs and likes cats agnosticism no virgo
## 4045 likes dogs and likes cats <NA> no pisces
## 4046 likes dogs <NA> no <NA>
## 4047 likes dogs agnosticism no virgo
## 4048 <NA> other no scorpio
## 4049 likes dogs and likes cats other no leo
## 4050 likes dogs and likes cats agnosticism no pisces
## 4051 likes dogs and likes cats atheism no leo
## 4052 <NA> catholicism no libra
## 4053 <NA> <NA> sometimes gemini
## 4054 likes cats catholicism no sagittarius
## 4055 <NA> <NA> no aquarius
## 4056 likes dogs and likes cats agnosticism no taurus
## 4057 likes dogs <NA> no scorpio
## 4058 has dogs and has cats other no sagittarius
## 4059 likes dogs and likes cats christianity no virgo
## 4060 <NA> <NA> <NA> <NA>
## 4061 <NA> <NA> when drinking <NA>
## 4062 has dogs and likes cats <NA> yes libra
## 4063 likes cats atheism no leo
## 4064 likes dogs <NA> <NA> libra
## 4065 likes dogs judaism no gemini
## 4066 likes dogs and has cats atheism <NA> capricorn
## 4067 likes dogs catholicism sometimes aries
## 4068 likes dogs agnosticism yes <NA>
## 4069 likes dogs and likes cats atheism when drinking scorpio
## 4070 likes dogs and likes cats other no aries
## 4071 <NA> agnosticism no aries
## 4072 likes dogs <NA> no sagittarius
## 4073 <NA> agnosticism no libra
## 4074 likes dogs catholicism trying to quit capricorn
## 4075 likes dogs and likes cats <NA> no <NA>
## 4076 dislikes cats christianity no virgo
## 4077 likes dogs and likes cats judaism no aquarius
## 4078 has dogs and has cats judaism no leo
## 4079 likes dogs and likes cats <NA> no <NA>
## 4080 likes dogs and has cats <NA> <NA> aries
## 4081 likes dogs and dislikes cats catholicism no aries
## 4082 <NA> judaism no aries
## 4083 likes dogs <NA> no aries
## 4084 has dogs and likes cats other when drinking aries
## 4085 likes dogs and likes cats <NA> no aries
## 4086 likes dogs and likes cats other no aries
## 4087 <NA> <NA> no aries
## 4088 likes dogs and likes cats <NA> when drinking aries
## 4089 <NA> <NA> no libra
## 4090 likes dogs hinduism no aquarius
## 4091 <NA> <NA> <NA> <NA>
## 4092 <NA> <NA> <NA> pisces
## 4093 <NA> judaism no <NA>
## 4094 likes dogs and likes cats judaism no scorpio
## 4095 likes dogs and dislikes cats hinduism no leo
## 4096 <NA> agnosticism no libra
## 4097 has dogs and has cats other no <NA>
## 4098 <NA> other <NA> capricorn
## 4099 likes dogs and has cats <NA> no <NA>
## 4100 <NA> <NA> <NA> <NA>
## 4101 likes dogs and has cats other no libra
## 4102 likes dogs agnosticism no cancer
## 4103 <NA> other when drinking cancer
## 4104 <NA> catholicism no sagittarius
## 4105 <NA> <NA> trying to quit taurus
## 4106 <NA> <NA> <NA> aries
## 4107 <NA> hinduism no gemini
## 4108 likes dogs catholicism sometimes virgo
## 4109 has cats other no leo
## 4110 likes dogs and likes cats judaism no leo
## 4111 likes dogs and likes cats judaism no aries
## 4112 <NA> agnosticism no taurus
## 4113 <NA> agnosticism no <NA>
## 4114 <NA> atheism no aries
## 4115 has cats <NA> no libra
## 4116 likes dogs and likes cats atheism trying to quit capricorn
## 4117 has dogs and dislikes cats buddhism no pisces
## 4118 likes dogs and likes cats atheism sometimes sagittarius
## 4119 <NA> <NA> no <NA>
## 4120 likes dogs and likes cats atheism no sagittarius
## 4121 likes dogs and likes cats catholicism no virgo
## 4122 <NA> atheism no <NA>
## 4123 has cats <NA> no scorpio
## 4124 <NA> christianity no <NA>
## 4125 <NA> <NA> no leo
## 4126 has dogs <NA> no gemini
## 4127 likes dogs <NA> no <NA>
## 4128 has dogs agnosticism no cancer
## 4129 has dogs and likes cats catholicism no aries
## 4130 <NA> <NA> sometimes virgo
## 4131 dislikes dogs and dislikes cats other no libra
## 4132 has dogs and likes cats christianity when drinking leo
## 4133 <NA> atheism no <NA>
## 4134 has dogs christianity trying to quit gemini
## 4135 dislikes dogs and likes cats agnosticism when drinking aries
## 4136 <NA> judaism no aquarius
## 4137 likes dogs and likes cats catholicism no capricorn
## 4138 likes dogs and likes cats buddhism no virgo
## 4139 likes dogs and likes cats <NA> no virgo
## 4140 has dogs catholicism no libra
## 4141 likes dogs <NA> no <NA>
## 4142 likes dogs and likes cats agnosticism no leo
## 4143 likes dogs judaism no aquarius
## 4144 has dogs and dislikes cats christianity sometimes libra
## 4145 <NA> christianity when drinking <NA>
## 4146 likes dogs catholicism when drinking aries
## 4147 has dogs and has cats catholicism no libra
## 4148 has dogs catholicism no leo
## 4149 has dogs and has cats agnosticism trying to quit capricorn
## 4150 likes dogs <NA> no sagittarius
## 4151 likes dogs and likes cats judaism no libra
## 4152 likes dogs judaism no libra
## 4153 has cats catholicism no aquarius
## 4154 <NA> <NA> yes taurus
## 4155 likes dogs and dislikes cats <NA> no <NA>
## 4156 <NA> hinduism sometimes taurus
## 4157 likes dogs catholicism no virgo
## 4158 <NA> <NA> no aquarius
## 4159 likes dogs and likes cats agnosticism no capricorn
## 4160 likes dogs and has cats other no aquarius
## 4161 likes dogs and has cats atheism no aquarius
## 4162 likes dogs and likes cats hinduism when drinking aries
## 4163 has dogs and likes cats christianity no aries
## 4164 likes dogs and has cats agnosticism no aries
## 4165 likes dogs and likes cats <NA> no <NA>
## 4166 <NA> buddhism no cancer
## speaks
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## 579 english , farsi , spanish
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## 585 english , tagalog
## 586 english
## 587 english , french , c++ , lisp
## 588 english
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## 590 english , hindi
## 591 english
## 592 english , spanish , french
## 593 english , spanish
## 594 english, english , hebrew , spanish , french
## 595 english , spanish
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## 598 english, spanish , french
## 599 english , spanish
## 600 english , french , other , c++
## 601 english , spanish
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## 608 english, spanish , yiddish
## 609 english
## 610 english , french
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## 614 english , russian , spanish
## 615 english , portuguese , french , spanish
## 616 english , spanish
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## 621 english, chinese, c++
## 622 english , spanish
## 623 english , french
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## 629 english, french
## 630 english
## 631 english , french , spanish
## 632 english , sign language
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## 634 english
## 635 english , spanish
## 636 english
## 637 english
## 638 english
## 639 english , polish , spanish
## 640 english
## 641 english
## 642 english , spanish , hebrew
## 643 english
## 644 english, tibetan, japanese, afrikaans, cebuano
## 645 english , french
## 646 english , spanish
## 647 english
## 648 english , german , korean
## 649 english, spanish
## 650 english , spanish
## 651 english
## 652 english
## 653 english, chinese
## 654 english , french , spanish
## 655 english
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## 657 english
## 658 english , spanish
## 659 english, japanese
## 660 english, georgian, russian
## 661 english
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## 663 english, french , spanish
## 664 english , german
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## 667 english , french , japanese , russian
## 668 english
## 669 english , french
## 670 english, spanish , french
## 671 english , c++
## 672 english
## 673 english
## 674 english , italian , spanish , german
## 675 english
## 676 english
## 677 english , swedish
## 678 english
## 679 english , chinese , japanese
## 680 english, french
## 681 english
## 682 english , spanish , c++
## 683 english
## 684 english , tagalog
## 685 english
## 686 english
## 687 english
## 688 english , german
## 689 english , chinese
## 690 english
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## 692 english, spanish , russian
## 693 english, spanish
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## 698 english, chinese, c++ , latin , lisp
## 699 english
## 700 english
## 701 english
## 702 english , chinese , thai , japanese , other
## 703 english, french, polish, spanish, german
## 704 english
## 705 english, sign language
## 706 english , chinese , spanish
## 707 english , tagalog
## 708 english , spanish , french , hebrew , chinese
## 709 english , spanish , french
## 710 english , spanish
## 711 english
## 712 english , tagalog
## 713 english
## 714 english , french
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## 716 english , japanese
## 717 english
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## 719 english, spanish
## 720 english , spanish , sign language
## 721 english
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## 723 english , spanish , french , portuguese , sign language
## 724 english , thai
## 725 english , spanish
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## 730 english
## 731 english
## 732 english, english
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## 735 english, chinese
## 736 english , spanish
## 737 english
## 738 english , italian
## 739 english, japanese
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## 741 english , spanish
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## 744 english , french
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## 747 english , farsi
## 748 english
## 749 english , chinese , c++
## 750 english , sign language , spanish , greek
## 751 english , spanish
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## 754 english , spanish , hawaiian
## 755 english , swahili
## 756 english
## 757 english , spanish , sign language
## 758 english
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## 760 english , spanish
## 761 english
## 762 english
## 763 english
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## 765 english , spanish
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## 767 english , spanish , french
## 768 english
## 769 english , dutch
## 770 english , tagalog , spanish
## 771 english
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## 773 english
## 774 english
## 775 english
## 776 english
## 777 english , french , hebrew , japanese
## 778 english
## 779 english , spanish , tagalog
## 780 english , japanese , chinese
## 781 english , spanish
## 782 english , swedish , spanish
## 783 english , spanish
## 784 english , croatian
## 785 english , italian
## 786 english , german
## 787 english , spanish , french
## 788 english , french
## 789 english, spanish
## 790 english , spanish , tagalog
## 791 english
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## 793 english , spanish
## 794 english, french
## 795 english
## 796 english, spanish , french
## 797 english , spanish , portuguese
## 798 english
## 799 english , spanish , portuguese
## 800 english
## 801 english, spanish
## 802 english , french , spanish , greek , italian
## 803 english
## 804 english
## 805 english , arabic , chinese
## 806 english , spanish , chinese
## 807 english
## 808 english
## 809 english , japanese
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## 812 english , japanese
## 813 english , korean
## 814 english , spanish
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## 820 english
## 821 english, thai , korean , japanese
## 822 english, french
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## 827 english , chinese , japanese
## 828 english , spanish
## 829 english , spanish
## 830 english , hindi , spanish , french
## 831 english, japanese , c++
## 832 english , french , spanish
## 833 english, spanish , norwegian , portuguese
## 834 english , chinese , c++
## 835 english
## 836 english
## 837 english , hindi
## 838 english
## 839 english , spanish
## 840 english
## 841 english
## 842 english , spanish
## 843 english
## 844 english, khmer
## 845 english, c++
## 846 english
## 847 english , spanish , other
## 848 english, french
## 849 english
## 850 english , french , dutch
## 851 english
## 852 english, spanish , italian
## 853 english, french
## 854 english
## 855 english, spanish
## 856 english , russian , french
## 857 english, chinese
## 858 english
## 859 english , spanish
## 860 english
## 861 english , spanish , arabic , italian , dutch
## 862 english
## 863 english, swedish, spanish, russian
## 864 english , c++
## 865 english
## 866 english
## 867 english , c++ , french , lisp
## 868 english , spanish
## 869 english
## 870 english , french , spanish
## 871 english, turkish , italian
## 872 english , spanish , french , korean
## 873 english
## 874 english, polish , spanish
## 875 english , french , german
## 876 english
## 877 english
## 878 english , spanish
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## 881 english , italian , latvian , spanish
## 882 english , vietnamese
## 883 english , french , arabic , spanish , latin
## 884 english
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## 886 english , spanish
## 887 english, spanish , japanese
## 888 english
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## 890 english , spanish
## 891 english, sign language
## 892 english, portuguese , french , chinese , indonesian
## 893 english
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## 902 english , spanish , german , portuguese
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## 904 english , spanish
## 905 english, spanish, german, french, serbian
## 906 english , french
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## 908 english , spanish
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## 910 english , spanish , french
## 911 english
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## 917 english , french
## 918 english, thai
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## 920 english , spanish
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## 923 english , spanish , french
## 924 english , french
## 925 english , italian
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## 927 english , other , other
## 928 english
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## 930 english , tamil , hindi
## 931 english
## 932 english , spanish
## 933 english
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## 935 english , c++ , lisp , spanish , japanese
## 936 english , c++
## 937 english , chinese , spanish
## 938 english
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## 941 english, chinese
## 942 english , french
## 943 english , german , c++
## 944 english , german , spanish
## 945 english , hindi , other , other , other
## 946 english
## 947 english, hindi, japanese, c++
## 948 english
## 949 english , korean , spanish
## 950 english
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## 953 english , korean
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## 956 english , spanish
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## 959 english , latin , lisp , spanish
## 960 english, spanish , french , persian
## 961 english, chinese, german
## 962 english, spanish
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## 967 english , spanish
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## 970 english , german , sign language
## 971 english
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## 973 english
## 974 english , indonesian , vietnamese , tagalog , spanish
## 975 english , c++ , french
## 976 english , spanish
## 977 english
## 978 english , french , croatian , serbian
## 979 english
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## 985 english, spanish
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## 987 english , portuguese , spanish
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## 990 english , spanish , italian , german
## 991 english , spanish
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## 993 english
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## 995 english , spanish , german
## 996 english
## 997 english , c++
## 998 english, hebrew
## 999 english
## 1000 english , spanish
## 1001 english
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## 1005 english , spanish , khmer
## 1006 english
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## 1013 english , tagalog
## 1014 english , spanish , french
## 1015 english, lisp, chinese
## 1016 english , spanish
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## 1020 english
## 1021 english , spanish
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## 1023 english , russian , german , bulgarian , french
## 1024 english
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## 1026 english , c++ , french
## 1027 english
## 1028 english
## 1029 english , russian , ukrainian
## 1030 english , russian , french
## 1031 english
## 1032 english , spanish , tamil
## 1033 english, spanish, thai, chinese
## 1034 english
## 1035 english, german, spanish, c++
## 1036 english , farsi , french
## 1037 english , polish , spanish
## 1038 english
## 1039 english, french
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## 1042 english, japanese
## 1043 english, italian
## 1044 english , spanish
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## 1046 english , swedish
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## 1049 english , german , japanese , hawaiian , russian
## 1050 english
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## 1052 english , korean , spanish
## 1053 english
## 1054 english, italian , german
## 1055 english
## 1056 english, french
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## 1059 english , french
## 1060 english
## 1061 english, italian
## 1062 english
## 1063 english , c++ , lisp , occitan , ancient greek
## 1064 english , spanish
## 1065 english , c++
## 1066 english, french, spanish
## 1067 english , chinese
## 1068 english , french , italian , spanish
## 1069 english, spanish
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## 1084 english, arabic, french
## 1085 english , french , arabic
## 1086 english , spanish , italian , french
## 1087 english
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## 1096 english , german , c++
## 1097 english , spanish , german , c++
## 1098 english
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## 1101 english, french , italian , spanish , hebrew
## 1102 english
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## 1108 english , chinese
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## 1111 english , spanish , german
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## 1118 english, spanish
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## 1121 english , french , spanish , khmer , vietnamese
## 1122 english , french
## 1123 english
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## 1125 english, french
## 1126 english , c++
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## 1128 english, italian
## 1129 english , spanish
## 1130 english
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## 1134 english , german
## 1135 english
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## 1137 english , french , icelandic
## 1138 english, spanish
## 1139 english , spanish
## 1140 english, english
## 1141 english, tagalog , french
## 1142 english
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## 1147 english , vietnamese , c++ , spanish
## 1148 english
## 1149 english , spanish , sign language
## 1150 english, other
## 1151 english
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## 1153 english , spanish , french
## 1154 english , sanskrit , c++
## 1155 english, japanese
## 1156 english, italian
## 1157 english , arabic , spanish
## 1158 english
## 1159 english, japanese
## 1160 english
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## 1164 english , chinese
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## 1167 english , thai , hindi
## 1168 english , spanish
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## 1170 english , spanish
## 1171 english , hindi
## 1172 english , portuguese , spanish
## 1173 english , chinese , spanish
## 1174 english
## 1175 english , spanish , japanese , german , french
## 1176 english , indonesian
## 1177 english , russian
## 1178 english , spanish , c++
## 1179 english, french
## 1180 english , japanese , french , spanish
## 1181 english , other , russian
## 1182 english , polish , german
## 1183 english
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## 1185 english
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## 1187 english , french
## 1188 english
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## 1196 english , spanish , french , chinese , latin
## 1197 english , spanish , french
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## 1219 english , hebrew , spanish
## 1220 english , french , latin , spanish
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## 1226 english , chinese
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## 1245 english , spanish , yiddish
## 1246 english, japanese , german
## 1247 english
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## 1250 english , chinese
## 1251 english , english , english , english , english
## 1252 english
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## 1254 english , spanish
## 1255 english , spanish
## 1256 english, french
## 1257 english, bengali , spanish
## 1258 english
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## 1260 english , swedish
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## 1262 english, french , portuguese , spanish
## 1263 english
## 1264 english , french , spanish , japanese
## 1265 english , hebrew
## 1266 english , chinese
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## 1269 english , spanish , farsi
## 1270 english, chinese, japanese
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## 1272 english , spanish
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## 1275 english , latin , spanish
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## 1296 english , french , arabic
## 1297 english , spanish
## 1298 english , german , japanese
## 1299 english , french , spanish , italian , breton
## 1300 english , arabic
## 1301 english
## 1302 english , spanish
## 1303 english , chinese , c++ , thai , ancient greek
## 1304 english
## 1305 english , spanish , portuguese
## 1306 english , tagalog
## 1307 english
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## 1310 english , farsi , other
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## 1313 english
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## 1316 english , german , italian , french
## 1317 english, spanish
## 1318 english , latin , c++ , arabic , french
## 1319 english , spanish
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## 1330 english , hindi , other
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## 1337 english , spanish , italian
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## 1345 english , spanish , italian , portuguese , french
## 1346 english
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## 1350 english, portuguese, spanish, french
## 1351 english , swahili
## 1352 english
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## 1361 english, french
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## 1364 english , other , spanish , latin
## 1365 english , c++ , french
## 1366 english
## 1367 english, spanish
## 1368 english, french , portuguese , spanish
## 1369 english, spanish
## 1370 english , czech
## 1371 english , french
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## 1374 english , chinese
## 1375 english , spanish
## 1376 english
## 1377 english
## 1378 english , lisp
## 1379 english , catalan , spanish
## 1380 english , spanish
## 1381 english , french
## 1382 english, french
## 1383 english, hindi, arabic
## 1384 english
## 1385 english , spanish
## 1386 english
## 1387 english , c++ , french
## 1388 english , greek , spanish
## 1389 english , french , spanish , thai
## 1390 english
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## 1394 english , other
## 1395 english, spanish
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## 1399 english , c++
## 1400 english , korean
## 1401 english , russian
## 1402 english , hebrew
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## 1405 english , spanish
## 1406 english , swedish , spanish , french , german
## 1407 english
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## 1418 english , chinese , spanish
## 1419 english , japanese
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## 1421 english, korean
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## 1426 english, sign language
## 1427 english, sign language
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## 1433 english , sign language , spanish
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## 1442 english, french
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## 1449 english , tagalog , japanese
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## 1456 english , hebrew
## 1457 english , spanish , french
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## 1466 english , german
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## 1469 english , spanish
## 1470 english, english
## 1471 english
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## 1474 english , spanish
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## 1476 english , spanish , dutch , japanese
## 1477 english
## 1478 english, bengali , hindi , spanish
## 1479 english
## 1480 english , german
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## 1483 english, tagalog
## 1484 english , portuguese , spanish
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## 1497 english , italian , c++
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## 1514 english , arabic , c++
## 1515 english
## 1516 english , french , latin
## 1517 english
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## 1519 english
## 1520 english , sanskrit
## 1521 english , chinese
## 1522 english, spanish , chinese , arabic
## 1523 english
## 1524 english , hebrew , chinese
## 1525 english , spanish , french , german
## 1526 english , farsi , bengali , hindi , urdu
## 1527 english, c++
## 1528 english , swedish , french
## 1529 english
## 1530 english , french
## 1531 english , spanish , dutch , german
## 1532 english, japanese , c++
## 1533 english
## 1534 english , spanish
## 1535 english
## 1536 english
## 1537 english , italian
## 1538 english
## 1539 english
## 1540 english
## 1541 english
## 1542 english , chinese , spanish , c++
## 1543 english
## 1544 english
## 1545 english , spanish
## 1546 english , hebrew , sign language
## 1547 english
## 1548 english , spanish , hindi
## 1549 english
## 1550 english
## 1551 english
## 1552 english
## 1553 english , spanish , danish , hebrew
## 1554 english , french
## 1555 english
## 1556 english , hebrew , spanish , french, italian
## 1557 english
## 1558 english
## 1559 english
## 1560 english
## 1561 english , spanish , lisp
## 1562 english
## 1563 english , spanish
## 1564 english , german
## 1565 english, spanish
## 1566 english
## 1567 english, spanish , japanese
## 1568 english , spanish , french
## 1569 english , spanish
## 1570 english , hebrew
## 1571 english
## 1572 english , hungarian , spanish , french , c++
## 1573 english , english
## 1574 english, spanish
## 1575 english , spanish , turkish , other
## 1576 english
## 1577 english , spanish
## 1578 english, spanish
## 1579 english, french
## 1580 english
## 1581 english , sign language , spanish
## 1582 english
## 1583 english
## 1584 english
## 1585 english
## 1586 english
## 1587 english
## 1588 english
## 1589 english
## 1590 english, portuguese , french , german , spanish
## 1591 english
## 1592 english
## 1593 english
## 1594 english
## 1595 english , c++
## 1596 english , thai , spanish
## 1597 english
## 1598 english
## 1599 english , french , hebrew , latin , c++
## 1600 english
## 1601 english , french , japanese
## 1602 english
## 1603 english
## 1604 english, czech , spanish
## 1605 english , french , spanish
## 1606 english, other
## 1607 english , spanish , french
## 1608 english
## 1609 english
## 1610 english
## 1611 english
## 1612 english , german
## 1613 english , spanish , russian
## 1614 english , german
## 1615 english , spanish
## 1616 english , spanish
## 1617 english , lisp
## 1618 english , c++
## 1619 english , tagalog
## 1620 english
## 1621 english , spanish
## 1622 english
## 1623 english
## 1624 english , hindi , tamil , other , other
## 1625 english
## 1626 english , french , persian
## 1627 english , afrikaans
## 1628 english , tagalog
## 1629 english , french , chinese
## 1630 english, spanish , italian
## 1631 english , indonesian
## 1632 english , turkish , arabic
## 1633 english
## 1634 english , spanish
## 1635 english
## 1636 english , spanish
## 1637 english
## 1638 english
## 1639 english
## 1640 english
## 1641 english , spanish , c++
## 1642 english , spanish
## 1643 english
## 1644 english
## 1645 english
## 1646 english, italian , c++
## 1647 english
## 1648 english , french , spanish
## 1649 english
## 1650 english , hindi , bengali , french , japanese
## 1651 english , spanish , indonesian , chinese
## 1652 english, irish, portuguese, spanish , french
## 1653 english , sign language
## 1654 english , hebrew , french
## 1655 english
## 1656 english , spanish , italian , german
## 1657 english
## 1658 english
## 1659 english , french
## 1660 english , hindi , spanish
## 1661 english
## 1662 english , hindi
## 1663 english
## 1664 english , french
## 1665 <NA>
## 1666 english , tagalog
## 1667 english , urdu , spanish
## 1668 english, chinese
## 1669 english
## 1670 english, german, spanish, french, russian
## 1671 english
## 1672 english
## 1673 english , chinese
## 1674 english
## 1675 english
## 1676 english , hindi , tamil
## 1677 english, spanish , hindi
## 1678 english , other
## 1679 english
## 1680 english , greek
## 1681 english
## 1682 english , romanian , french , german
## 1683 english
## 1684 english , chinese , german , spanish
## 1685 english
## 1686 english
## 1687 english , sign language
## 1688 english , spanish , sign language , polish
## 1689 english
## 1690 english , vietnamese , swahili
## 1691 english
## 1692 english
## 1693 english
## 1694 english
## 1695 english
## 1696 english
## 1697 english
## 1698 english , spanish
## 1699 english
## 1700 english
## 1701 english , spanish
## 1702 english , french
## 1703 english
## 1704 english, french , italian
## 1705 english
## 1706 english
## 1707 english
## 1708 english
## 1709 english
## 1710 english , tagalog , sign language
## 1711 english, spanish
## 1712 english , spanish
## 1713 english , italian , french
## 1714 english , french , spanish
## 1715 english , spanish
## 1716 english , finnish , french
## 1717 english , spanish
## 1718 english
## 1719 english , japanese , spanish , c++
## 1720 english
## 1721 english , hebrew , spanish , portuguese
## 1722 english
## 1723 english , chinese
## 1724 english, french , spanish
## 1725 english
## 1726 english
## 1727 english, italian
## 1728 english
## 1729 english , hindi
## 1730 english, german, french
## 1731 english
## 1732 english
## 1733 english
## 1734 english , french
## 1735 english, spanish, portuguese
## 1736 english , french
## 1737 english
## 1738 english, english, spanish
## 1739 english, spanish
## 1740 english
## 1741 english
## 1742 english
## 1743 english
## 1744 english , french , italian
## 1745 english , spanish , greek , french
## 1746 english, italian
## 1747 english
## 1748 english, english , french
## 1749 english , spanish , german
## 1750 english , hebrew , spanish
## 1751 english , spanish , latin
## 1752 english , spanish
## 1753 english , german , spanish
## 1754 english , chinese , spanish
## 1755 english, spanish
## 1756 <NA>
## 1757 english
## 1758 english , spanish , german , c++
## 1759 english
## 1760 english
## 1761 english , spanish , german , french , other
## 1762 english , chinese , french
## 1763 english , c++ , lisp
## 1764 english
## 1765 english
## 1766 english
## 1767 english, bulgarian, german, greek
## 1768 english , korean
## 1769 english
## 1770 english, hindi, urdu, french, hebrew
## 1771 english
## 1772 english
## 1773 english , chinese
## 1774 english
## 1775 english
## 1776 english
## 1777 english , japanese
## 1778 english, lisp , spanish
## 1779 english
## 1780 english
## 1781 english , spanish
## 1782 english, chinese
## 1783 english , german
## 1784 english , german , japanese
## 1785 english, english
## 1786 english
## 1787 english, french, arabic
## 1788 english , japanese
## 1789 english
## 1790 english , french , sign language , spanish
## 1791 english
## 1792 english , german
## 1793 english , japanese , spanish
## 1794 english
## 1795 english, spanish , other
## 1796 english
## 1797 english , spanish , french
## 1798 english , chinese , japanese , c++
## 1799 english , chinese , latin
## 1800 english , french , c++ , lisp
## 1801 english
## 1802 english , french
## 1803 english
## 1804 english, spanish, french
## 1805 english
## 1806 english , spanish
## 1807 english , swedish
## 1808 english
## 1809 english
## 1810 english
## 1811 english
## 1812 english
## 1813 english
## 1814 english , french
## 1815 english
## 1816 english , spanish
## 1817 english
## 1818 english
## 1819 english , italian
## 1820 english , french , italian
## 1821 english
## 1822 english
## 1823 english , chinese
## 1824 english
## 1825 english, french
## 1826 english , french
## 1827 english, spanish
## 1828 english, spanish
## 1829 english
## 1830 english
## 1831 english, spanish
## 1832 english , spanish
## 1833 english , chinese
## 1834 english
## 1835 english
## 1836 english , spanish , french , german , japanese
## 1837 english , spanish
## 1838 english
## 1839 english , spanish
## 1840 english
## 1841 english, russian
## 1842 english, italian , spanish
## 1843 english
## 1844 english, french
## 1845 english
## 1846 english
## 1847 english , spanish
## 1848 english , french , portuguese
## 1849 english, french
## 1850 english , hindi , spanish
## 1851 english , hindi
## 1852 english, spanish , icelandic
## 1853 english , spanish
## 1854 english , spanish
## 1855 english , italian
## 1856 english , spanish
## 1857 english
## 1858 english
## 1859 english , italian , persian
## 1860 english
## 1861 english , vietnamese
## 1862 english
## 1863 english , chinese
## 1864 english
## 1865 english
## 1866 english , greek , german
## 1867 english , french
## 1868 english, tagalog
## 1869 english, korean , hawaiian , other
## 1870 english
## 1871 english , french
## 1872 english
## 1873 english
## 1874 english
## 1875 english
## 1876 english , german
## 1877 english
## 1878 english
## 1879 english , tamil , spanish , c++ , hindi
## 1880 english
## 1881 english
## 1882 english
## 1883 english , ancient greek
## 1884 english , german
## 1885 english
## 1886 english
## 1887 english
## 1888 english
## 1889 english , sign language , french
## 1890 english
## 1891 english
## 1892 english
## 1893 english , arabic , spanish
## 1894 english , french
## 1895 english, chinese
## 1896 english , spanish
## 1897 english
## 1898 english, spanish
## 1899 english , spanish
## 1900 english
## 1901 english
## 1902 english , hindi , french
## 1903 english , spanish , romanian , german , sign language
## 1904 english
## 1905 english , spanish
## 1906 english
## 1907 english
## 1908 english, french
## 1909 english , french , japanese
## 1910 english , spanish
## 1911 english, italian
## 1912 english
## 1913 english
## 1914 english
## 1915 english
## 1916 english , hebrew , yiddish , spanish
## 1917 english
## 1918 english , spanish , hindi
## 1919 english
## 1920 english , portuguese , spanish
## 1921 english , spanish
## 1922 english, spanish
## 1923 english
## 1924 english , spanish , german , french
## 1925 english
## 1926 english
## 1927 english , french
## 1928 english, chinese , french
## 1929 english , c++ , lisp
## 1930 english , chinese
## 1931 english , c++
## 1932 english , spanish
## 1933 english , chinese
## 1934 english , spanish , chinese
## 1935 english , spanish
## 1936 english , chinese , hebrew
## 1937 english , chinese
## 1938 english , french , greek , serbian
## 1939 english , chinese
## 1940 english
## 1941 english
## 1942 english
## 1943 english , spanish , hebrew , german , yiddish
## 1944 english
## 1945 english
## 1946 english
## 1947 english , german , italian , spanish
## 1948 english , spanish , hebrew
## 1949 english
## 1950 english
## 1951 english
## 1952 english , chinese , vietnamese
## 1953 english, spanish, french
## 1954 english
## 1955 english
## 1956 english , korean
## 1957 english , spanish
## 1958 english , german , khmer , korean
## 1959 english , chinese
## 1960 english
## 1961 english
## 1962 english
## 1963 english , chinese
## 1964 english
## 1965 english , french , spanish
## 1966 english
## 1967 english
## 1968 english , spanish
## 1969 english
## 1970 english
## 1971 english
## 1972 english, spanish
## 1973 english , arabic
## 1974 english
## 1975 english, french , spanish , german , swedish
## 1976 english
## 1977 english, chinese
## 1978 english
## 1979 english
## 1980 english
## 1981 english
## 1982 english, spanish , other
## 1983 english
## 1984 english
## 1985 english
## 1986 english
## 1987 english
## 1988 english, spanish
## 1989 english , chinese , japanese
## 1990 english
## 1991 english , romanian , spanish
## 1992 english, turkish
## 1993 english , chinese
## 1994 english
## 1995 english
## 1996 english
## 1997 english, spanish
## 1998 english , french
## 1999 english
## 2000 english
## 2001 english , japanese , spanish , turkish
## 2002 english, french , ancient greek , greek , latin
## 2003 english , japanese , spanish
## 2004 english , italian
## 2005 english , french , sign language
## 2006 english , tagalog
## 2007 english, bulgarian
## 2008 english , chinese
## 2009 english
## 2010 english
## 2011 english
## 2012 english , french
## 2013 english
## 2014 english , german
## 2015 english
## 2016 english
## 2017 english , chinese
## 2018 english
## 2019 english
## 2020 english
## 2021 english
## 2022 english
## 2023 english, spanish
## 2024 english , spanish
## 2025 english , german , thai , other
## 2026 english
## 2027 english
## 2028 english
## 2029 english
## 2030 english
## 2031 english
## 2032 english
## 2033 english, chinese
## 2034 english
## 2035 english
## 2036 english , spanish
## 2037 english , tagalog
## 2038 english , chinese
## 2039 english
## 2040 english , spanish
## 2041 english , hebrew
## 2042 english , spanish , french
## 2043 english , turkish , german , spanish , hindi
## 2044 english
## 2045 english , french , other , spanish
## 2046 english , arabic , spanish
## 2047 english , portuguese , spanish
## 2048 english
## 2049 english , sign language , lisp
## 2050 english
## 2051 english
## 2052 english
## 2053 english
## 2054 english , spanish
## 2055 english
## 2056 english, spanish
## 2057 english, hindi
## 2058 english , italian , spanish , other
## 2059 english
## 2060 english , french , spanish
## 2061 english
## 2062 english, spanish
## 2063 english, arabic , swahili , spanish
## 2064 english
## 2065 english
## 2066 english
## 2067 english , spanish
## 2068 english
## 2069 english , hindi
## 2070 english , italian
## 2071 english
## 2072 english
## 2073 english
## 2074 english
## 2075 english
## 2076 english , c++
## 2077 english
## 2078 english
## 2079 english , spanish
## 2080 english , spanish
## 2081 english
## 2082 english
## 2083 english
## 2084 english
## 2085 english , spanish
## 2086 english , french
## 2087 english , spanish , farsi
## 2088 english
## 2089 english , yiddish
## 2090 english
## 2091 english , french
## 2092 english , spanish , italian
## 2093 english
## 2094 english
## 2095 english , spanish
## 2096 english , spanish
## 2097 english , german , italian
## 2098 english
## 2099 english , chinese
## 2100 english, french , arabic
## 2101 english , chinese
## 2102 english, chinese
## 2103 english
## 2104 english , spanish
## 2105 english
## 2106 english , spanish
## 2107 english
## 2108 english , spanish
## 2109 english , spanish , italian
## 2110 english
## 2111 english , english
## 2112 english , swedish
## 2113 english
## 2114 english
## 2115 english
## 2116 english , hindi , french , spanish
## 2117 english , spanish
## 2118 english , hindi
## 2119 english, spanish
## 2120 english, german
## 2121 english , spanish
## 2122 english
## 2123 english , german , french
## 2124 english
## 2125 english , japanese , arabic
## 2126 english
## 2127 english , spanish
## 2128 english
## 2129 english
## 2130 english, french , japanese
## 2131 english
## 2132 english
## 2133 english
## 2134 english , spanish , japanese , hawaiian , other
## 2135 english
## 2136 english , french , indonesian
## 2137 english
## 2138 english
## 2139 english , japanese
## 2140 english
## 2141 english, spanish
## 2142 english
## 2143 english
## 2144 english
## 2145 english, hindi
## 2146 english , hindi
## 2147 english, french , hindi , spanish
## 2148 english , chinese
## 2149 english
## 2150 english , spanish
## 2151 english , japanese , spanish , chinese
## 2152 english
## 2153 english
## 2154 english
## 2155 english
## 2156 english , hindi , french
## 2157 english
## 2158 english
## 2159 english , spanish
## 2160 english , spanish , portuguese
## 2161 english, spanish
## 2162 english , chinese
## 2163 english, thai , spanish
## 2164 english
## 2165 english
## 2166 english
## 2167 english, french, spanish, portuguese
## 2168 english
## 2169 english, russian
## 2170 english , french
## 2171 english
## 2172 english , greek
## 2173 english, czech
## 2174 english
## 2175 english , c++ , hindi
## 2176 english , german , swedish , french
## 2177 english , german
## 2178 english
## 2179 english
## 2180 english , sign language
## 2181 english , chinese
## 2182 english, japanese
## 2183 english, c++
## 2184 english , chinese
## 2185 english, french
## 2186 english , italian , spanish
## 2187 english
## 2188 english , spanish
## 2189 english, other, other, other
## 2190 english
## 2191 english , spanish , french
## 2192 english
## 2193 english, spanish
## 2194 english , japanese , chinese
## 2195 english
## 2196 english , german
## 2197 english , spanish
## 2198 english
## 2199 english , french , arabic
## 2200 english , french
## 2201 english
## 2202 english, french
## 2203 english, french, spanish, german
## 2204 english
## 2205 english
## 2206 english
## 2207 english
## 2208 english , chinese , spanish
## 2209 english , chinese
## 2210 english , chinese , japanese , c++
## 2211 english
## 2212 english , spanish
## 2213 english
## 2214 english
## 2215 english , arabic
## 2216 english , spanish
## 2217 english
## 2218 <NA>
## 2219 english , spanish
## 2220 english
## 2221 english , french
## 2222 english , spanish
## 2223 english , spanish
## 2224 english, spanish, french
## 2225 english
## 2226 english , spanish
## 2227 english
## 2228 english
## 2229 english , japanese , french , german , chinese
## 2230 english, latin
## 2231 english, spanish
## 2232 english , swedish
## 2233 english , dutch , spanish
## 2234 english , chinese
## 2235 english , spanish
## 2236 english
## 2237 english , spanish
## 2238 english , chinese
## 2239 english , spanish , japanese
## 2240 english , indonesian , french
## 2241 english, russian
## 2242 english , spanish , c++
## 2243 english
## 2244 english , spanish
## 2245 english , spanish , french
## 2246 english , spanish
## 2247 english , vietnamese , spanish , korean
## 2248 english , chinese
## 2249 english, spanish, portuguese
## 2250 english , c++
## 2251 english , german
## 2252 english , french , romanian , hebrew , welsh
## 2253 english
## 2254 english
## 2255 english
## 2256 english
## 2257 english, arabic, hebrew
## 2258 english
## 2259 english , french , bulgarian , japanese
## 2260 english, chinese , tagalog
## 2261 english
## 2262 english , japanese , french
## 2263 english
## 2264 english
## 2265 english
## 2266 english , spanish
## 2267 english , french , german , spanish
## 2268 english , tagalog , french , spanish
## 2269 english
## 2270 english , french
## 2271 english
## 2272 english , french , danish
## 2273 english
## 2274 english, spanish
## 2275 english, french
## 2276 english, german , french , lisp , yiddish
## 2277 english
## 2278 english , french , polish
## 2279 english , spanish , chinese
## 2280 english
## 2281 english , spanish
## 2282 english
## 2283 english , spanish , chinese , russian
## 2284 english , spanish
## 2285 english , french , italian , other , german
## 2286 english, irish , french , spanish
## 2287 english
## 2288 english
## 2289 english, spanish
## 2290 english
## 2291 english
## 2292 english, french
## 2293 english, japanese , italian
## 2294 english , portuguese , japanese
## 2295 english
## 2296 english
## 2297 english, hawaiian
## 2298 english
## 2299 english , spanish
## 2300 english
## 2301 english, french , italian , thai
## 2302 english , spanish , french , italian
## 2303 english, spanish
## 2304 english , croatian , italian , czech
## 2305 english
## 2306 english , italian , portuguese , spanish
## 2307 english, spanish, italian
## 2308 english , spanish
## 2309 english , spanish
## 2310 english, spanish, portuguese, french
## 2311 english , spanish
## 2312 english , russian , lithuanian
## 2313 english , spanish , french
## 2314 english
## 2315 english , spanish
## 2316 english
## 2317 english, japanese , chinese , french
## 2318 english , spanish , hebrew
## 2319 english , french , italian
## 2320 english, russian
## 2321 english , chinese , spanish
## 2322 english, spanish
## 2323 english
## 2324 english , russian , estonian , ukrainian , polish
## 2325 english
## 2326 english
## 2327 english
## 2328 english, spanish
## 2329 english, spanish , french , italian
## 2330 english , french
## 2331 english , spanish
## 2332 english , spanish
## 2333 english , spanish
## 2334 english , spanish
## 2335 english
## 2336 english
## 2337 english , russian
## 2338 english , spanish
## 2339 english , spanish
## 2340 english , chinese
## 2341 english, russian
## 2342 english
## 2343 english , spanish
## 2344 english
## 2345 english, spanish , latin
## 2346 english
## 2347 english , spanish , japanese
## 2348 english
## 2349 english
## 2350 english
## 2351 english , spanish , italian , french
## 2352 english, spanish , swedish , chinese , french
## 2353 english
## 2354 english , german
## 2355 english , german , spanish , russian , italian
## 2356 english
## 2357 english , russian , italian
## 2358 english
## 2359 english , french
## 2360 english , hebrew , spanish
## 2361 english, russian
## 2362 english , spanish
## 2363 english
## 2364 english
## 2365 english , spanish
## 2366 english , indonesian
## 2367 english, spanish
## 2368 english , french
## 2369 english, spanish , japanese , russian , vietnamese
## 2370 english , french , german
## 2371 english , english
## 2372 english
## 2373 english
## 2374 english, spanish , portuguese , french
## 2375 english , german , spanish
## 2376 english
## 2377 english
## 2378 english , italian
## 2379 english, italian , spanish , greek
## 2380 english
## 2381 english, spanish , french
## 2382 english , french , spanish , other
## 2383 english
## 2384 english
## 2385 english
## 2386 english , russian , french
## 2387 english , spanish
## 2388 english , french , spanish
## 2389 english
## 2390 english
## 2391 english , spanish
## 2392 english, spanish
## 2393 english
## 2394 english
## 2395 english, spanish
## 2396 english , spanish , korean , japanese
## 2397 english , russian , french
## 2398 english , russian
## 2399 english , russian
## 2400 english
## 2401 english
## 2402 english , russian , ukrainian , spanish , italian
## 2403 english , spanish , c++
## 2404 english , spanish , french
## 2405 english
## 2406 english , japanese
## 2407 english , spanish , french
## 2408 english, greek , german
## 2409 english , spanish , portuguese
## 2410 english , spanish , sign language
## 2411 english , spanish
## 2412 english
## 2413 english
## 2414 english , french , c++
## 2415 english
## 2416 english , japanese
## 2417 english , spanish
## 2418 english , portuguese , spanish
## 2419 english , german , french , spanish
## 2420 english
## 2421 english
## 2422 english , spanish
## 2423 english, spanish
## 2424 english, german, french
## 2425 english
## 2426 english , japanese
## 2427 english , spanish , portuguese , french
## 2428 english, spanish
## 2429 english, spanish, hebrew
## 2430 english
## 2431 english , russian
## 2432 english
## 2433 english
## 2434 english , german
## 2435 english , russian , french
## 2436 english , spanish, portuguese
## 2437 english, spanish
## 2438 english
## 2439 english , russian
## 2440 english , italian
## 2441 english , spanish
## 2442 english
## 2443 english, hindi , spanish
## 2444 english
## 2445 english
## 2446 english , lithuanian
## 2447 english , french
## 2448 english , ancient greek
## 2449 english
## 2450 english , french
## 2451 english
## 2452 english , russian , spanish
## 2453 english
## 2454 english
## 2455 english , chinese
## 2456 english
## 2457 english
## 2458 english , french , german , spanish , swedish
## 2459 english
## 2460 english , german
## 2461 english , spanish
## 2462 english , arabic
## 2463 english, french
## 2464 english
## 2465 english
## 2466 english , japanese
## 2467 english , chinese , malay
## 2468 english , spanish , french
## 2469 english
## 2470 english , spanish
## 2471 english , french
## 2472 english
## 2473 english , spanish
## 2474 english
## 2475 english , spanish , french , c++
## 2476 english , spanish
## 2477 english
## 2478 english, spanish
## 2479 english
## 2480 english
## 2481 english , spanish , italian
## 2482 english , french
## 2483 english , french
## 2484 english , spanish , italian , french
## 2485 english , farsi , japanese
## 2486 english , farsi , spanish
## 2487 english
## 2488 english
## 2489 english
## 2490 english , vietnamese , german , hebrew , spanish
## 2491 english
## 2492 english , french
## 2493 english , arabic , spanish
## 2494 english
## 2495 english
## 2496 english, spanish
## 2497 english, chinese
## 2498 english , french , russian
## 2499 english , french
## 2500 english
## 2501 english
## 2502 english
## 2503 english
## 2504 english
## 2505 english , german
## 2506 english, hindi , french , spanish
## 2507 english, serbian
## 2508 english, chinese
## 2509 english, chinese
## 2510 english
## 2511 english
## 2512 english
## 2513 english
## 2514 english , french , hebrew
## 2515 english
## 2516 english , spanish
## 2517 english
## 2518 english , french
## 2519 english , spanish
## 2520 english
## 2521 english
## 2522 english , other
## 2523 english
## 2524 english, spanish
## 2525 english
## 2526 english
## 2527 english
## 2528 english , farsi , spanish , c++
## 2529 english
## 2530 english
## 2531 english , farsi , chinese , arabic , thai
## 2532 english , hebrew
## 2533 english
## 2534 english
## 2535 english, spanish
## 2536 english
## 2537 english
## 2538 english
## 2539 english, russian
## 2540 english, sign language
## 2541 english , english
## 2542 english , spanish
## 2543 english, spanish
## 2544 english, spanish
## 2545 english
## 2546 english, spanish , french
## 2547 english
## 2548 english , french
## 2549 english , spanish , french
## 2550 english
## 2551 english, german, russian, greek, bulgarian
## 2552 english
## 2553 english
## 2554 english
## 2555 english, chinese , korean
## 2556 english , spanish
## 2557 english
## 2558 english , spanish
## 2559 english, french
## 2560 english
## 2561 english
## 2562 english
## 2563 english , french , italian
## 2564 english , french , spanish
## 2565 english , french
## 2566 english, french
## 2567 english , russian , french , german
## 2568 english , japanese
## 2569 english
## 2570 english
## 2571 english , spanish
## 2572 english
## 2573 english
## 2574 english, spanish , hebrew
## 2575 english , chinese
## 2576 english
## 2577 english
## 2578 english
## 2579 english, arabic
## 2580 english
## 2581 english
## 2582 english , spanish
## 2583 english , chinese
## 2584 english , french , arabic
## 2585 english , tagalog
## 2586 english
## 2587 english
## 2588 english, spanish
## 2589 english , cebuano , spanish
## 2590 english , russian
## 2591 english
## 2592 english , spanish
## 2593 english, french
## 2594 english
## 2595 english
## 2596 english
## 2597 english, chinese
## 2598 english
## 2599 english
## 2600 english
## 2601 english , french , spanish
## 2602 english
## 2603 english , french , yiddish , hawaiian , ancient greek
## 2604 english , french , spanish
## 2605 english
## 2606 english , chinese
## 2607 english
## 2608 english
## 2609 english
## 2610 english
## 2611 english
## 2612 english , italian
## 2613 english, spanish , french
## 2614 english
## 2615 english , spanish , other
## 2616 english , chinese
## 2617 english
## 2618 english
## 2619 english , german
## 2620 english
## 2621 english
## 2622 english , tamil , hindi , malay
## 2623 english
## 2624 english , chinese
## 2625 english, chinese
## 2626 english
## 2627 english, spanish , other
## 2628 english , german , latin , japanese , c++
## 2629 english , chinese
## 2630 english , french
## 2631 english , spanish
## 2632 english
## 2633 english
## 2634 english
## 2635 english
## 2636 english, russian
## 2637 english , spanish
## 2638 english , french
## 2639 english
## 2640 english , spanish
## 2641 english
## 2642 english
## 2643 english
## 2644 english
## 2645 english
## 2646 english
## 2647 english , spanish , french
## 2648 english , spanish
## 2649 english
## 2650 english
## 2651 english
## 2652 english
## 2653 english , japanese , spanish
## 2654 english , spanish
## 2655 english
## 2656 english
## 2657 english
## 2658 english
## 2659 english
## 2660 english, french
## 2661 english
## 2662 english , spanish
## 2663 english , french , spanish , italian , russian
## 2664 english
## 2665 english
## 2666 english, spanish
## 2667 english, french
## 2668 english , spanish , french
## 2669 english , spanish
## 2670 english , spanish , french
## 2671 english , spanish
## 2672 english
## 2673 english , french , spanish
## 2674 english , korean , spanish
## 2675 english , italian
## 2676 english , italian , russian , hungarian , french
## 2677 english
## 2678 english , hawaiian
## 2679 english
## 2680 english, french
## 2681 english
## 2682 english
## 2683 english
## 2684 english , spanish , french , catalan
## 2685 english , spanish , french
## 2686 english
## 2687 english , portuguese , spanish
## 2688 english
## 2689 english , chinese
## 2690 english
## 2691 english
## 2692 english , spanish , french
## 2693 english
## 2694 english , russian , spanish , french
## 2695 english , spanish
## 2696 english
## 2697 english
## 2698 english
## 2699 english , spanish
## 2700 english , spanish , italian
## 2701 english, spanish
## 2702 english
## 2703 english
## 2704 english , romanian , russian , spanish , german
## 2705 english
## 2706 english, italian , spanish
## 2707 english
## 2708 english
## 2709 english
## 2710 english
## 2711 english
## 2712 english , spanish , french
## 2713 english
## 2714 english
## 2715 english , spanish
## 2716 english , chinese , spanish
## 2717 english
## 2718 english
## 2719 english
## 2720 english
## 2721 english
## 2722 english
## 2723 english, portuguese, spanish, french, swedish
## 2724 english
## 2725 english , chinese , hawaiian , japanese
## 2726 english
## 2727 english
## 2728 english, french, greek
## 2729 english
## 2730 english
## 2731 english
## 2732 english , chinese , c++
## 2733 english , spanish
## 2734 english, german , c++, swedish
## 2735 english
## 2736 english, japanese
## 2737 english
## 2738 english , chinese
## 2739 english
## 2740 english
## 2741 english , italian
## 2742 english, japanese, other
## 2743 english, spanish
## 2744 english
## 2745 english
## 2746 english
## 2747 english
## 2748 english , chinese
## 2749 english , english , catalan , french , spanish
## 2750 english
## 2751 english
## 2752 english
## 2753 english, chinese , spanish , japanese , other
## 2754 english
## 2755 english , hindi , korean , german
## 2756 english , hebrew , french
## 2757 english , swedish
## 2758 english
## 2759 english, spanish, japanese , italian
## 2760 english , hebrew , spanish
## 2761 english , spanish , italian
## 2762 english
## 2763 english , spanish , french
## 2764 english
## 2765 english , japanese
## 2766 <NA>
## 2767 english
## 2768 english
## 2769 english , french
## 2770 english, french, chinese, latin
## 2771 english , c++
## 2772 english , c++
## 2773 english , spanish , ilongo
## 2774 english
## 2775 english
## 2776 english , spanish
## 2777 english , spanish
## 2778 english , italian , german , thai
## 2779 english, chinese, spanish
## 2780 english
## 2781 english , japanese
## 2782 english
## 2783 english
## 2784 english
## 2785 english , french , spanish , bulgarian , swahili
## 2786 english , spanish
## 2787 english , spanish
## 2788 english , chinese
## 2789 english, german
## 2790 english , french
## 2791 english , french
## 2792 english , spanish
## 2793 english , spanish
## 2794 english
## 2795 english
## 2796 english
## 2797 english , spanish
## 2798 english, german , finnish
## 2799 english
## 2800 english , spanish
## 2801 english
## 2802 english , vietnamese
## 2803 english
## 2804 english , russian , french , spanish
## 2805 english , spanish , portuguese
## 2806 english , farsi , french , other
## 2807 english , other , tamil , hindi , arabic
## 2808 english
## 2809 english , spanish
## 2810 english
## 2811 english, portuguese
## 2812 english, chinese
## 2813 english , russian
## 2814 english
## 2815 english
## 2816 english , french , arabic , spanish
## 2817 english, indonesian , spanish
## 2818 english, spanish
## 2819 english
## 2820 english , c++ , french
## 2821 english
## 2822 english, french
## 2823 english , hindi
## 2824 english
## 2825 english , spanish , portuguese
## 2826 english
## 2827 english
## 2828 english , italian , spanish , portuguese , french
## 2829 english
## 2830 english
## 2831 english, spanish
## 2832 english
## 2833 english , swedish , turkish , italian
## 2834 english , russian , french
## 2835 english , spanish , portuguese
## 2836 english
## 2837 english
## 2838 english
## 2839 english , spanish
## 2840 english
## 2841 english
## 2842 english
## 2843 english, spanish
## 2844 english , spanish , french
## 2845 english, hebrew , russian
## 2846 english
## 2847 english, farsi , spanish
## 2848 english
## 2849 english , spanish , french
## 2850 english
## 2851 english
## 2852 english, other , swedish , spanish
## 2853 english , german , french
## 2854 english
## 2855 english
## 2856 english
## 2857 english
## 2858 english
## 2859 english
## 2860 english , russian
## 2861 english , arabic , spanish
## 2862 english, italian, spanish
## 2863 english, spanish
## 2864 english
## 2865 english
## 2866 english
## 2867 english, french, russian
## 2868 english
## 2869 english, spanish, french
## 2870 english
## 2871 english , spanish
## 2872 english , spanish
## 2873 english
## 2874 english , chinese , french
## 2875 english , spanish , portuguese
## 2876 english
## 2877 english , chinese , french
## 2878 english
## 2879 english
## 2880 english
## 2881 english , chinese
## 2882 english
## 2883 english , spanish
## 2884 english , spanish
## 2885 english
## 2886 english
## 2887 english , french
## 2888 english , french , italian
## 2889 english, spanish
## 2890 english , french , spanish
## 2891 english
## 2892 english, spanish
## 2893 english
## 2894 english
## 2895 english , german
## 2896 english , spanish
## 2897 english
## 2898 english , hindi , other
## 2899 english , french , spanish , german
## 2900 english , spanish
## 2901 english , spanish
## 2902 english
## 2903 english
## 2904 english
## 2905 english
## 2906 english
## 2907 english
## 2908 english
## 2909 english
## 2910 english , chinese , german
## 2911 english
## 2912 english
## 2913 english
## 2914 english
## 2915 english
## 2916 english
## 2917 english
## 2918 english
## 2919 english , french
## 2920 english
## 2921 english
## 2922 english
## 2923 english
## 2924 english , italian , sign language
## 2925 english , chinese
## 2926 english
## 2927 english
## 2928 english, swahili , hebrew , sign language , spanish
## 2929 english , arabic , french
## 2930 english
## 2931 english
## 2932 english , vietnamese , c++
## 2933 english
## 2934 english , french, german
## 2935 english
## 2936 english, french , japanese
## 2937 english, croatian, serbian
## 2938 english, russian , french
## 2939 english
## 2940 english, german
## 2941 english
## 2942 english
## 2943 english
## 2944 english
## 2945 english, spanish , french
## 2946 english , spanish
## 2947 english , chinese , lisp , c++
## 2948 english, spanish
## 2949 english , spanish
## 2950 english , vietnamese
## 2951 english , chinese
## 2952 english
## 2953 english
## 2954 english
## 2955 english
## 2956 english, english
## 2957 english
## 2958 english, spanish, portuguese
## 2959 english , thai
## 2960 english , spanish
## 2961 english , yiddish
## 2962 english , spanish , sign language
## 2963 english , german
## 2964 english
## 2965 english
## 2966 english
## 2967 english, spanish
## 2968 english
## 2969 english, spanish
## 2970 english
## 2971 english, spanish
## 2972 english , polish
## 2973 english
## 2974 english , french , hebrew
## 2975 english
## 2976 english , spanish
## 2977 english , chinese , c++
## 2978 english
## 2979 english , spanish
## 2980 english , spanish , french
## 2981 english, italian , sign language
## 2982 english, japanese , french
## 2983 english , chinese
## 2984 english , spanish
## 2985 english
## 2986 english
## 2987 english, chinese
## 2988 english , spanish
## 2989 english
## 2990 english , french , spanish
## 2991 english
## 2992 english, other
## 2993 english
## 2994 english
## 2995 english , spanish
## 2996 english , french , spanish
## 2997 english , french
## 2998 english , german , japanese
## 2999 english
## 3000 english , spanish
## 3001 english, spanish
## 3002 english , spanish
## 3003 english , french
## 3004 english
## 3005 english , italian , french , spanish
## 3006 english, spanish , japanese
## 3007 english
## 3008 english
## 3009 english , french
## 3010 english, spanish
## 3011 english , chinese
## 3012 english
## 3013 english , sign language
## 3014 english , spanish , french
## 3015 english
## 3016 english , spanish
## 3017 english
## 3018 english
## 3019 english , thai
## 3020 english , french , spanish
## 3021 english
## 3022 english, chinese, spanish
## 3023 english
## 3024 english , spanish
## 3025 english
## 3026 english
## 3027 english
## 3028 english , japanese , spanish , portuguese
## 3029 english , french , c++ , hindi
## 3030 english , spanish
## 3031 english
## 3032 english
## 3033 english
## 3034 english
## 3035 english , hebrew
## 3036 english
## 3037 english , portuguese , hindi , urdu , spanish
## 3038 english, spanish
## 3039 english
## 3040 english
## 3041 english
## 3042 english , italian , spanish
## 3043 english
## 3044 english, spanish
## 3045 english
## 3046 english, japanese
## 3047 english
## 3048 english , spanish , french
## 3049 english, tagalog , spanish
## 3050 english , farsi
## 3051 english
## 3052 english , persian , c++ , malay
## 3053 english , arabic , french
## 3054 english , portuguese , japanese
## 3055 english
## 3056 english
## 3057 english , farsi , spanish
## 3058 english
## 3059 english
## 3060 english , farsi
## 3061 english
## 3062 english
## 3063 english
## 3064 english
## 3065 english , chinese , korean
## 3066 english
## 3067 english , french , spanish , sign language
## 3068 english , hebrew , spanish
## 3069 english
## 3070 english
## 3071 english
## 3072 english
## 3073 english , other , spanish
## 3074 english
## 3075 english
## 3076 english
## 3077 english
## 3078 english
## 3079 english , other , spanish
## 3080 english , spanish
## 3081 english
## 3082 english , spanish , french , german
## 3083 english
## 3084 english, german
## 3085 english , other , spanish , arabic , tagalog
## 3086 english , spanish
## 3087 english
## 3088 english , french
## 3089 english
## 3090 english , greek
## 3091 english, sign language , spanish
## 3092 english , sign language
## 3093 english
## 3094 english , arabic
## 3095 english , spanish
## 3096 english
## 3097 english
## 3098 english , spanish , thai
## 3099 english , chinese
## 3100 english
## 3101 english , russian , spanish
## 3102 english
## 3103 english , hindi , french , german , spanish
## 3104 english
## 3105 english , german
## 3106 english , arabic
## 3107 english , spanish
## 3108 english, spanish
## 3109 english , french
## 3110 english
## 3111 english , spanish
## 3112 english, spanish
## 3113 english, spanish
## 3114 english
## 3115 english
## 3116 english
## 3117 english , french , german
## 3118 english , other
## 3119 english, french
## 3120 english
## 3121 english , italian
## 3122 english, other
## 3123 english
## 3124 english , c++ , lisp , spanish
## 3125 english
## 3126 english , spanish
## 3127 english, spanish
## 3128 english , dutch , french , german
## 3129 english , french
## 3130 english , spanish
## 3131 english , french
## 3132 english , russian , belarusan
## 3133 english , chinese , thai
## 3134 english , spanish
## 3135 english
## 3136 english, spanish
## 3137 english
## 3138 english, spanish, french , dutch , catalan
## 3139 english , arabic , latin , other
## 3140 english , chinese
## 3141 english
## 3142 english
## 3143 english , french
## 3144 english
## 3145 english
## 3146 english , spanish
## 3147 english, italian, spanish
## 3148 english
## 3149 english , french
## 3150 english, chinese , spanish
## 3151 english
## 3152 english , chinese
## 3153 english, spanish
## 3154 english
## 3155 english
## 3156 english , german
## 3157 english
## 3158 english
## 3159 english
## 3160 english
## 3161 english
## 3162 english
## 3163 english
## 3164 english, japanese
## 3165 english , french
## 3166 english
## 3167 english , spanish
## 3168 english
## 3169 english , french , arabic , spanish
## 3170 english
## 3171 english
## 3172 english
## 3173 english
## 3174 english
## 3175 english, french , other
## 3176 english , spanish
## 3177 english , spanish
## 3178 english , spanish , french
## 3179 english , spanish
## 3180 english , cebuano , arabic , turkish
## 3181 english , spanish , french
## 3182 english , russian
## 3183 english
## 3184 english
## 3185 english, spanish
## 3186 english
## 3187 english , portuguese , spanish , french
## 3188 english , german , spanish
## 3189 english
## 3190 english
## 3191 english
## 3192 english, c++ , german
## 3193 english , spanish
## 3194 english , french , spanish
## 3195 english , spanish
## 3196 english , spanish
## 3197 english , russian , turkish , other
## 3198 english, french , spanish
## 3199 english , chinese , hebrew
## 3200 english , french
## 3201 english
## 3202 english , french
## 3203 english , spanish , esperanto , yiddish
## 3204 english
## 3205 english
## 3206 english
## 3207 english , spanish , sanskrit , french
## 3208 english
## 3209 english
## 3210 english , spanish
## 3211 english , german , other , c++ , lisp
## 3212 english , hindi , french
## 3213 english , spanish
## 3214 english , german , spanish , french
## 3215 english
## 3216 english
## 3217 english
## 3218 english, spanish
## 3219 english , spanish
## 3220 english
## 3221 english , french
## 3222 english , other
## 3223 english
## 3224 english
## 3225 english , russian , french
## 3226 english
## 3227 english , french , hebrew
## 3228 english
## 3229 english , russian
## 3230 english
## 3231 english
## 3232 english , chinese , latin , spanish , hindi
## 3233 english, spanish, french
## 3234 english , french , spanish , italian
## 3235 english
## 3236 english
## 3237 english
## 3238 english, german
## 3239 english , sign language , c++ , spanish
## 3240 english , chinese
## 3241 english , hebrew , spanish , german
## 3242 english, spanish
## 3243 english
## 3244 english , german , swedish
## 3245 english , italian , french
## 3246 english
## 3247 english
## 3248 english
## 3249 english , persian , spanish , romanian , italian
## 3250 english , spanish , french
## 3251 english
## 3252 english
## 3253 english
## 3254 english , spanish , french , german , portuguese
## 3255 english
## 3256 english, chinese
## 3257 english
## 3258 english
## 3259 english
## 3260 english
## 3261 english
## 3262 english , thai , french
## 3263 english , c++ , french , german
## 3264 english
## 3265 english
## 3266 english , italian
## 3267 english , japanese , spanish
## 3268 english, korean, spanish
## 3269 english
## 3270 english, french , italian
## 3271 english , spanish
## 3272 english , chinese , latin , sanskrit , french
## 3273 english
## 3274 english , german , spanish
## 3275 english, spanish, japanese, german
## 3276 english , french , spanish
## 3277 english
## 3278 english, german, russian
## 3279 english, japanese
## 3280 english , japanese , chinese , korean
## 3281 english
## 3282 english
## 3283 english, french, korean
## 3284 english , portuguese , spanish
## 3285 english
## 3286 english , spanish , german , french
## 3287 english
## 3288 english , french , spanish
## 3289 english , hebrew
## 3290 english , hungarian , spanish , french , russian
## 3291 english
## 3292 english, french, italian
## 3293 english , spanish
## 3294 english
## 3295 english , italian , spanish
## 3296 english, german
## 3297 english, italian, spanish
## 3298 english , spanish
## 3299 english
## 3300 english
## 3301 english , spanish
## 3302 english
## 3303 english, french
## 3304 english , spanish , german
## 3305 english , russian
## 3306 english
## 3307 english , german , french , spanish
## 3308 english, norwegian , german , thai
## 3309 english , spanish , korean
## 3310 english , spanish
## 3311 english , chinese , spanish , french
## 3312 english , spanish
## 3313 english , spanish
## 3314 english
## 3315 english
## 3316 english
## 3317 english, chinese
## 3318 english
## 3319 english
## 3320 english
## 3321 english, maori, bengali, danish
## 3322 english
## 3323 english
## 3324 english
## 3325 english
## 3326 english
## 3327 english
## 3328 english
## 3329 english
## 3330 english
## 3331 english
## 3332 english
## 3333 english, japanese
## 3334 english , spanish
## 3335 english , spanish , c++
## 3336 english, japanese
## 3337 english , spanish
## 3338 english
## 3339 english , italian , japanese , c++ , russian
## 3340 english
## 3341 english
## 3342 english
## 3343 english
## 3344 english , other
## 3345 english , french , spanish , portuguese
## 3346 english , chinese
## 3347 english
## 3348 english
## 3349 english
## 3350 english , spanish , french
## 3351 english , japanese , spanish
## 3352 english
## 3353 english , spanish , german
## 3354 english, spanish
## 3355 english
## 3356 english
## 3357 english
## 3358 english , chinese , french , spanish
## 3359 english, spanish
## 3360 english
## 3361 english
## 3362 english, tagalog , spanish , japanese , chinese
## 3363 english , spanish
## 3364 english , spanish , japanese
## 3365 english
## 3366 english , spanish
## 3367 english , japanese , german
## 3368 english
## 3369 english , russian
## 3370 english
## 3371 english , romanian , russian
## 3372 english
## 3373 english , hindi
## 3374 english , spanish , sign language , danish , japanese
## 3375 english
## 3376 english
## 3377 english , german , romanian
## 3378 english
## 3379 english
## 3380 english, japanese , german , persian , latin
## 3381 english , indonesian
## 3382 english
## 3383 english , english
## 3384 english , french , spanish , esperanto
## 3385 english , german , latin , french , spanish
## 3386 english
## 3387 english
## 3388 english , arabic , spanish , other
## 3389 english , japanese
## 3390 english , french , german
## 3391 english, french
## 3392 english , spanish
## 3393 english
## 3394 english
## 3395 english
## 3396 english , russian , c++
## 3397 english , c++
## 3398 english, swedish
## 3399 english, c++
## 3400 english
## 3401 english , spanish
## 3402 english
## 3403 english
## 3404 english
## 3405 english , french
## 3406 english
## 3407 english
## 3408 english
## 3409 english
## 3410 english , spanish
## 3411 english
## 3412 english
## 3413 english
## 3414 english, french
## 3415 english
## 3416 english , chinese
## 3417 english
## 3418 english
## 3419 english
## 3420 english , sign language
## 3421 english , spanish , french , hebrew
## 3422 english
## 3423 english , spanish , urdu
## 3424 english , chinese
## 3425 english, spanish
## 3426 english, spanish
## 3427 english, french , italian
## 3428 english
## 3429 english , chinese
## 3430 english
## 3431 english
## 3432 english
## 3433 english
## 3434 english , urdu , hindi
## 3435 english , arabic , french
## 3436 english , japanese
## 3437 english, c++
## 3438 english , spanish
## 3439 english
## 3440 english
## 3441 english
## 3442 english
## 3443 english , japanese
## 3444 english
## 3445 english
## 3446 english , chinese
## 3447 english
## 3448 english , spanish
## 3449 english, french
## 3450 english, spanish , japanese
## 3451 english
## 3452 english , spanish , french
## 3453 english , chinese
## 3454 english , french
## 3455 english
## 3456 english , spanish
## 3457 english
## 3458 english
## 3459 english
## 3460 english, spanish
## 3461 english , tagalog
## 3462 english
## 3463 english
## 3464 english, portuguese
## 3465 english, spanish
## 3466 english
## 3467 english
## 3468 english, tagalog
## 3469 english , chinese , french , spanish , portuguese
## 3470 english
## 3471 english , spanish , korean
## 3472 english
## 3473 english , portuguese , sign language
## 3474 english
## 3475 english
## 3476 english , spanish , french
## 3477 english
## 3478 english
## 3479 english
## 3480 english
## 3481 english
## 3482 english , tagalog
## 3483 english
## 3484 english
## 3485 english , spanish
## 3486 english, chinese, french, japanese
## 3487 english , tagalog , spanish
## 3488 english
## 3489 english
## 3490 english
## 3491 english
## 3492 english
## 3493 english , french , german , italian
## 3494 english , chinese , french
## 3495 english
## 3496 english
## 3497 english , swedish , spanish , portuguese , german
## 3498 english
## 3499 english , tagalog , spanish
## 3500 english
## 3501 english
## 3502 english
## 3503 english
## 3504 english , japanese , portuguese , spanish
## 3505 english , croatian , spanish
## 3506 english , german , sign language , spanish
## 3507 english , chinese , french
## 3508 english , french , russian , japanese , spanish
## 3509 english , chinese
## 3510 english, spanish
## 3511 english
## 3512 english, spanish
## 3513 english , portuguese
## 3514 english
## 3515 english
## 3516 english
## 3517 english , other
## 3518 english , spanish
## 3519 english , chinese , spanish
## 3520 english, chinese
## 3521 english , spanish , french
## 3522 english, german
## 3523 english
## 3524 english , chinese , spanish , japanese
## 3525 english
## 3526 english , hebrew
## 3527 english, chinese
## 3528 english
## 3529 english , chinese
## 3530 english, spanish
## 3531 english , spanish , portuguese
## 3532 english
## 3533 english , polish , french
## 3534 english
## 3535 english
## 3536 english
## 3537 english , spanish
## 3538 english
## 3539 english
## 3540 english
## 3541 english , german , japanese
## 3542 english
## 3543 english
## 3544 english, french
## 3545 english
## 3546 english
## 3547 english , hindi , german
## 3548 english , greek
## 3549 english
## 3550 english
## 3551 english
## 3552 english , spanish
## 3553 english
## 3554 english , chinese , japanese
## 3555 english
## 3556 english
## 3557 english
## 3558 english, italian
## 3559 english
## 3560 english
## 3561 english , spanish , other
## 3562 english , chinese , spanish
## 3563 english , arabic , spanish , urdu , gujarati
## 3564 english , spanish , portuguese
## 3565 english , spanish
## 3566 english , danish , spanish , german
## 3567 english , spanish , hindi
## 3568 english
## 3569 english
## 3570 english
## 3571 english
## 3572 english , hindi , spanish
## 3573 english, chinese, french , japanese, c++
## 3574 english
## 3575 english , spanish
## 3576 english
## 3577 english , latin
## 3578 english , spanish
## 3579 english
## 3580 english
## 3581 english, spanish
## 3582 english
## 3583 english, spanish
## 3584 english , russian , spanish
## 3585 english, italian , spanish , danish , french
## 3586 english , spanish
## 3587 english , german
## 3588 english , spanish
## 3589 english , chinese
## 3590 english, russian, ukrainian
## 3591 english , chinese
## 3592 english, spanish , french
## 3593 english , polish , german
## 3594 english , french
## 3595 english , spanish , german , portuguese
## 3596 english , spanish , german
## 3597 english , french
## 3598 english , chinese
## 3599 english, spanish
## 3600 english, french, other
## 3601 english
## 3602 english
## 3603 english , french
## 3604 english
## 3605 english , spanish
## 3606 english, german, polish
## 3607 english
## 3608 english
## 3609 english
## 3610 english, spanish , french
## 3611 english , russian , spanish
## 3612 english
## 3613 english , tagalog
## 3614 english
## 3615 english , french , spanish
## 3616 english
## 3617 english, farsi
## 3618 english, spanish
## 3619 english
## 3620 english, russian, ukrainian
## 3621 english
## 3622 english , french
## 3623 english , spanish
## 3624 english , french , spanish
## 3625 english
## 3626 english , spanish , french , swahili
## 3627 english , french
## 3628 english , spanish , korean , french
## 3629 english
## 3630 english , french , portuguese
## 3631 english
## 3632 english, portuguese
## 3633 english , spanish , portuguese , italian , french
## 3634 english
## 3635 english
## 3636 english
## 3637 english
## 3638 english
## 3639 english
## 3640 english, chinese
## 3641 english
## 3642 english, french
## 3643 english
## 3644 english , chinese , japanese
## 3645 english , spanish
## 3646 english , french
## 3647 english , french
## 3648 english , chinese
## 3649 english
## 3650 english
## 3651 english, german , french , spanish
## 3652 english
## 3653 english , hebrew , russian
## 3654 english , norwegian , spanish
## 3655 english , german , italian
## 3656 english , hebrew , icelandic
## 3657 english , spanish
## 3658 english
## 3659 english , chinese
## 3660 english , korean , spanish
## 3661 english
## 3662 english , spanish
## 3663 english
## 3664 english , russian , french , dutch
## 3665 english , sign language
## 3666 english
## 3667 english, italian
## 3668 english , sign language
## 3669 english, vietnamese
## 3670 english , sign language , spanish
## 3671 english
## 3672 english
## 3673 english , yiddish , hebrew
## 3674 english
## 3675 english
## 3676 english
## 3677 english, french
## 3678 english , korean , spanish
## 3679 english
## 3680 english , german , french , spanish
## 3681 english
## 3682 english
## 3683 english , spanish , latin
## 3684 english
## 3685 english
## 3686 english , german
## 3687 english, spanish
## 3688 english
## 3689 english, french , japanese
## 3690 english , italian , lisp , c++
## 3691 english , french
## 3692 english , spanish , french
## 3693 english
## 3694 english, arabic , french
## 3695 english, english
## 3696 english , c++
## 3697 english
## 3698 english
## 3699 english , vietnamese
## 3700 english, spanish
## 3701 english , french
## 3702 english
## 3703 english , chinese
## 3704 english
## 3705 english
## 3706 english
## 3707 english
## 3708 english
## 3709 english
## 3710 english
## 3711 english, portuguese , spanish , arabic , hebrew
## 3712 english
## 3713 english , french
## 3714 english , spanish
## 3715 english, dutch, german
## 3716 english
## 3717 english
## 3718 english , chinese , spanish
## 3719 english , finnish , swedish , german
## 3720 english
## 3721 english
## 3722 english
## 3723 english , chinese
## 3724 english , spanish , swahili
## 3725 english , spanish , japanese
## 3726 english , spanish , german , italian , dutch
## 3727 english
## 3728 english
## 3729 english
## 3730 english
## 3731 english
## 3732 english
## 3733 english , japanese , russian , spanish , other
## 3734 english , japanese , korean , french , spanish
## 3735 english , spanish
## 3736 english
## 3737 english , spanish
## 3738 english , spanish
## 3739 english , spanish
## 3740 english , spanish
## 3741 english , portuguese
## 3742 english , spanish , japanese
## 3743 english , sign language
## 3744 english , spanish
## 3745 english , french
## 3746 english
## 3747 english
## 3748 english , spanish , italian , latin
## 3749 english
## 3750 english
## 3751 english , portuguese
## 3752 english, german , french
## 3753 english , dutch
## 3754 english
## 3755 english
## 3756 english , japanese
## 3757 english
## 3758 english
## 3759 english , spanish
## 3760 english
## 3761 english , spanish
## 3762 english
## 3763 english
## 3764 english , hebrew , c++ , spanish , irish
## 3765 english
## 3766 english
## 3767 english, spanish
## 3768 english , french , german , spanish
## 3769 english, russian , german
## 3770 english , german
## 3771 english
## 3772 english , spanish , swahili
## 3773 english , russian , spanish , french , german
## 3774 english, spanish
## 3775 english , spanish
## 3776 english , russian
## 3777 english, spanish
## 3778 english , german , japanese , spanish
## 3779 english, english , spanish , french
## 3780 english
## 3781 english
## 3782 english , russian
## 3783 english , vietnamese
## 3784 english , russian , spanish
## 3785 english
## 3786 english
## 3787 english
## 3788 english
## 3789 english
## 3790 english
## 3791 english, hindi
## 3792 english
## 3793 english , spanish , italian , french
## 3794 english
## 3795 english
## 3796 english
## 3797 english , korean
## 3798 english
## 3799 english , hungarian
## 3800 english , norwegian , chinese , croatian , spanish
## 3801 english , japanese
## 3802 english , russian
## 3803 english
## 3804 english, portuguese
## 3805 english , japanese , spanish
## 3806 english , french , hebrew
## 3807 english , french , spanish
## 3808 english , spanish
## 3809 english , french
## 3810 english, russian
## 3811 english , russian , french
## 3812 english, french
## 3813 english
## 3814 english , portuguese
## 3815 english
## 3816 english , spanish , tagalog
## 3817 english
## 3818 english
## 3819 english , c++ , latin , spanish
## 3820 english
## 3821 english, english , german
## 3822 english , spanish , japanese
## 3823 english , chinese , spanish
## 3824 english , french , spanish
## 3825 english , japanese
## 3826 english
## 3827 english , german , japanese
## 3828 english , hebrew , russian
## 3829 english
## 3830 english
## 3831 english
## 3832 english , hindi , other
## 3833 english , spanish , french
## 3834 english , spanish
## 3835 english
## 3836 english , chinese
## 3837 english , spanish , tamil
## 3838 english
## 3839 english , bengali , hindi
## 3840 english , russian
## 3841 english , spanish
## 3842 english
## 3843 english, spanish
## 3844 english
## 3845 english
## 3846 english , gujarati
## 3847 english , spanish , hebrew
## 3848 english , khmer , japanese
## 3849 english
## 3850 english , spanish , latin
## 3851 english
## 3852 english
## 3853 english
## 3854 english
## 3855 english
## 3856 english
## 3857 english
## 3858 english
## 3859 english , italian , portuguese , spanish , french
## 3860 english
## 3861 english , italian , spanish
## 3862 english
## 3863 english , other
## 3864 english
## 3865 english, latin
## 3866 english , spanish , polish
## 3867 english
## 3868 english
## 3869 english , spanish , hindi , bengali
## 3870 english
## 3871 english , spanish , korean
## 3872 english
## 3873 english , spanish , other
## 3874 english
## 3875 english
## 3876 english , spanish , hebrew , yiddish
## 3877 english
## 3878 english
## 3879 english
## 3880 english
## 3881 english , french , chinese , spanish
## 3882 english
## 3883 english , spanish , swahili
## 3884 english
## 3885 english
## 3886 english , french , spanish
## 3887 english
## 3888 english
## 3889 english , spanish
## 3890 english
## 3891 english , spanish
## 3892 english , french
## 3893 english, french
## 3894 english
## 3895 english , french , spanish
## 3896 english, french , japanese
## 3897 english, italian
## 3898 english
## 3899 english, french, spanish
## 3900 english , bulgarian , swahili
## 3901 english
## 3902 english
## 3903 english
## 3904 english, french , german , chinese , c++
## 3905 english
## 3906 english
## 3907 english
## 3908 english
## 3909 english, chinese
## 3910 english , romanian
## 3911 english
## 3912 english , spanish , french
## 3913 english
## 3914 english , hawaiian
## 3915 english, spanish
## 3916 english, spanish
## 3917 english , korean
## 3918 english , german
## 3919 english
## 3920 english
## 3921 english
## 3922 english
## 3923 english
## 3924 english
## 3925 english , portuguese , spanish
## 3926 english , japanese
## 3927 english
## 3928 english , french , spanish
## 3929 english , french
## 3930 english , chinese
## 3931 english
## 3932 english
## 3933 english , spanish , french , italian
## 3934 english, german , french
## 3935 english
## 3936 english , chinese
## 3937 english
## 3938 english, danish
## 3939 english
## 3940 english
## 3941 english
## 3942 english , spanish
## 3943 english
## 3944 english
## 3945 english
## 3946 english, english , tagalog , japanese , spanish
## 3947 english , spanish
## 3948 english
## 3949 english , spanish
## 3950 english , french , spanish , sign language
## 3951 english , spanish
## 3952 english , spanish
## 3953 english , russian , spanish
## 3954 english, spanish
## 3955 english
## 3956 english , french
## 3957 english
## 3958 english , c++ , french
## 3959 english , arabic , french
## 3960 english , spanish , farsi
## 3961 english , spanish , italian
## 3962 english, german
## 3963 english
## 3964 english, persian , french
## 3965 english , french , greek , spanish , japanese
## 3966 english, chinese
## 3967 english
## 3968 english
## 3969 english , spanish
## 3970 english , tagalog , spanish
## 3971 english , farsi , persian , spanish
## 3972 english , farsi
## 3973 english, spanish , french , portuguese
## 3974 english , spanish
## 3975 english
## 3976 english, spanish
## 3977 english, spanish , portuguese
## 3978 english , french , spanish , lisp
## 3979 english
## 3980 english
## 3981 english
## 3982 english
## 3983 english , c++ , spanish
## 3984 english
## 3985 english, spanish , c++ , french
## 3986 english , french
## 3987 english , spanish
## 3988 english
## 3989 english
## 3990 english , farsi , french , spanish
## 3991 english
## 3992 english, german
## 3993 english
## 3994 english , italian
## 3995 english
## 3996 english, spanish , german , french
## 3997 english , spanish , ancient greek , latin , german
## 3998 english
## 3999 english, french
## 4000 english , russian , spanish , arabic
## 4001 english
## 4002 english
## 4003 english , spanish
## 4004 english
## 4005 english , korean , spanish
## 4006 english
## 4007 english , spanish
## 4008 english , chinese
## 4009 english, french , c++
## 4010 english
## 4011 english , french
## 4012 english , tagalog , spanish
## 4013 english, french
## 4014 english
## 4015 english, hindi, urdu
## 4016 english
## 4017 english
## 4018 english , lisp , spanish
## 4019 english , spanish
## 4020 english , norwegian , french , spanish
## 4021 english
## 4022 english , albanian , italian
## 4023 english
## 4024 english
## 4025 english , spanish , german
## 4026 english
## 4027 english
## 4028 english , sign language
## 4029 english
## 4030 english , french , spanish
## 4031 english
## 4032 english
## 4033 english
## 4034 english , spanish
## 4035 english , spanish
## 4036 english , italian , spanish , ancient greek , japanese
## 4037 english
## 4038 english, japanese , french
## 4039 english , frisian , other
## 4040 english
## 4041 english
## 4042 english , c++
## 4043 english
## 4044 english
## 4045 english , spanish , italian , french
## 4046 english, french
## 4047 english, french, spanish
## 4048 english , cebuano , chechen , occitan , tamil
## 4049 english , c++ , spanish , japanese
## 4050 english, french
## 4051 english, spanish
## 4052 english , other
## 4053 english
## 4054 english
## 4055 english
## 4056 english
## 4057 english, spanish
## 4058 english, french , spanish
## 4059 english , italian , german , french
## 4060 english
## 4061 english
## 4062 english
## 4063 english
## 4064 english , spanish , hebrew
## 4065 english , yiddish
## 4066 english
## 4067 english
## 4068 english , spanish , italian
## 4069 english , spanish , tagalog
## 4070 english , french
## 4071 english
## 4072 english
## 4073 english
## 4074 english
## 4075 english , french
## 4076 english
## 4077 english , spanish
## 4078 english , hebrew
## 4079 english
## 4080 english
## 4081 english , spanish
## 4082 english , spanish , arabic
## 4083 english, afrikaans , dutch
## 4084 english
## 4085 english , chinese
## 4086 english
## 4087 english, other
## 4088 english, spanish
## 4089 english , french , indonesian , italian , russian
## 4090 english , hindi
## 4091 english , chinese , french
## 4092 english
## 4093 english
## 4094 english, spanish , hebrew , swahili
## 4095 english , hindi , spanish , other
## 4096 english, french
## 4097 english
## 4098 english, spanish
## 4099 english , spanish , hebrew
## 4100 english , farsi , spanish
## 4101 english , sign language, spanish, c++, other
## 4102 english, vietnamese
## 4103 english
## 4104 english , spanish , french
## 4105 english , chinese
## 4106 english , spanish
## 4107 english, hindi
## 4108 english , tagalog , japanese
## 4109 english , sign language
## 4110 english , spanish
## 4111 english , russian
## 4112 english , german
## 4113 english , chinese
## 4114 english
## 4115 english
## 4116 english
## 4117 english , vietnamese , french
## 4118 english , french
## 4119 english, spanish
## 4120 english
## 4121 english , french , spanish
## 4122 english , russian
## 4123 english
## 4124 english
## 4125 english
## 4126 english
## 4127 english , spanish
## 4128 english
## 4129 english , spanish , french , korean
## 4130 english
## 4131 english
## 4132 english , spanish , german , korean , arabic
## 4133 english , swedish , french , german
## 4134 english , indonesian , dutch
## 4135 english, french, spanish, portuguese, german
## 4136 english, russian , hebrew
## 4137 english
## 4138 english , italian , persian
## 4139 english , french , japanese , spanish
## 4140 english , dutch , french , german
## 4141 english , korean , spanish
## 4142 english , hebrew , russian , ukrainian , french
## 4143 english
## 4144 english , italian , japanese , spanish
## 4145 english
## 4146 english
## 4147 english, spanish
## 4148 english
## 4149 english , spanish
## 4150 english , chinese , japanese
## 4151 english , hebrew
## 4152 english
## 4153 english
## 4154 english
## 4155 english , spanish
## 4156 english , tamil , hindi
## 4157 english
## 4158 english
## 4159 english, spanish
## 4160 english, spanish
## 4161 english
## 4162 english
## 4163 english
## 4164 english , chinese , german , dutch , french
## 4165 english, spanish, french
## 4166 english, chinese , vietnamese
## [ reached 'max' / getOption("max.print") -- omitted 55780 rows ]##Building actual shiny Dashboard
# Define the UI
ui <- dashboardPage(
skin = "red",
dashboardHeader(
title = "OkCupid Profiles",
dropdownMenu(
type = "messages",
messageItem(
from = "Sales Dept",
message = "Sales are steady this month."
),
messageItem(
from = "New User",
message = "How do I register?",
icon = icon("question"),
time = "13:45"
),
messageItem(
from = "Support",
message = "The new server is ready.",
icon = icon("life-ring"),
time = "2014-12-01"
)
)
),
dashboardSidebar(
sidebarMenu(
menuItem("Overview", tabName = "Overview", icon = icon("table")),
menuItem("Insights", tabName = "Insights", icon = icon("sliders")),
menuItem("Map", tabName = "Map", icon = icon("map")),
menuItem("Matches", tabName = "Matches", icon = icon("heart"),
badgeLabel = "new", badgeColor = "green")
)
),
dashboardBody(
tabItems(
tabItem(tabName = "Overview",
fluidRow(
valueBoxOutput("usersBox", width = 3),
valueBoxOutput("maleBox", width = 3),
valueBoxOutput("femaleBox", width = 3),
valueBoxOutput("AgeBox", width = 3),
box(title = "Gender vs age", status = "primary",
solidHeader = TRUE, collapsible = TRUE,
plotOutput("plot1", height = 400)),
box(title = "Sexual orientation vs Gender", status = "warning",
solidHeader = TRUE, collapsible = TRUE,
plotOutput("plot2", height = 400)),
box(title = "Ethnic Distribution", background = "green", solidHeader = TRUE, collapsible = TRUE,
plotOutput("plot3")),
box(title = "Ethnical Distribution", width = 4, height= 450, background = "aqua",
DT::dataTableOutput("table")),
)
),
tabItem(tabName = "Insights",
fluidRow(
valueBoxOutput("OnlineBox", width = 4),
box(title = "Percentage of users speaking more than language", status = "primary",
solidHeader = TRUE, collapsible = TRUE,
plotOutput("plot4", height = 400)),
box(title = "Median Income vs Education", status = "primary",
solidHeader = TRUE, collapsible = TRUE,
plotOutput("plot5", height = 400)),
box(title = "Education vs Age", status = "warning",
solidHeader = TRUE, collapsible = TRUE,
plotOutput("plot6", height = 400)),
box(title = "Distribution of Last Online Dates of Users by Day of the Week", status = "warning",
solidHeader = TRUE, collapsible = TRUE,
plotOutput("plot7", height = 475)
)
)
),
tabItem(tabName = "Map",
fluidRow(
box(leafletOutput("map", height = 500), width =20)
)
),
tabItem(tabName = "Matches",
fluidRow(
valueBoxOutput("AvgMatchesBox", width = 4),
valueBoxOutput("MaxMatchesBox", width = 4),
valueBoxOutput("MinMatchesBox", width = 4)
),
tabBox(title = "Total Matches per Age group", id = "tabset1", side = "left", height =
"250px",
tabPanel("Tab1", plotOutput("plot8"),
tabPanel("Tab2"),
tabPanel("Tab3")
)
)
)
)
)
)## The `name` provided ('clock-o') does not correspond to a known icon
## The `name` provided ('clock-o') does not correspond to a known icon# Server
server <- function(input, output) {
# Reactive ValueBoxes
output$usersBox <- renderValueBox({
users <- cupid %>% summarise(total= n_distinct(user_id))
valueBox(value= users, subtitle = "Users", icon=icon("users"),
color= "green")
})
output$maleBox <- renderValueBox({
males <- cupid %>%
filter(sex == "male") %>%
summarise(males= n())
valueBox(value= males, subtitle = "Males", icon=icon("person"),
color= "aqua")
})
output$femaleBox <- renderValueBox({
females <- cupid %>%
filter(sex == "female") %>%
summarise(females= n())
valueBox(value= females, subtitle = "Females", icon=icon("person-dress"),
color= "fuchsia")
})
output$AgeBox <- renderValueBox({
age_range <- matches_age %>%
group_by(age_group) %>%
summarise(count = n()) %>%
arrange(desc(count)) %>%
slice(1) %>%
select(age_group)
valueBox(value= age_range, subtitle = "Age range", icon=icon("ranking-star"),
color= "orange")
})
output$OnlineBox <- renderValueBox({
last_time_cupid <- cupid %>%
mutate(last_online_date = as.Date(last_online)) %>%
group_by(last_online_date) %>%
summarise(count = n(), .groups = "drop") %>%
arrange(desc(count)) %>%
top_n(1, count) %>%
distinct(last_online_date)
valueBox(value= last_time_cupid, subtitle = "Last Time Online", icon=icon("mobile-button"),
color= "purple")
})
output$AvgMatchesBox <- renderValueBox({
average_matches_age <- matches_age %>%
mutate(average_matches =round(mean(matches))) %>%
distinct(average_matches)
valueBox(value= average_matches_age, subtitle = "Average Matches",
icon=icon("heart"),
color= "fuchsia")
})
output$MaxMatchesBox <- renderValueBox({
max_matches_age <- matches_age %>%
mutate(max_matches =round(max(matches))) %>%
distinct(max_matches)
valueBox(value= max_matches_age, subtitle = "Max Matches",
icon=icon("heart-circle-plus"),
color= "red")
})
output$MinMatchesBox <- renderValueBox({
min_matches_age <- matches_age %>%
mutate(min_matches =round(min(matches))) %>%
distinct(min_matches)
valueBox(value= min_matches_age, subtitle = "Min Matches",
icon=icon("heart-circle-minus"),
color= "olive")
})
# Reactive plots
output$plot1 <- renderPlot({
proportion_cupid <- cupid%>%
mutate(age_group = cut(age, breaks = c(18, 30, 35, 40, 50, 60, Inf), labels = c("18-30", "30-35", "35-40", "40-50", "50-60", "65+"), include.lowest = TRUE)) %>%
group_by(age_group, sex) %>%
summarise(n = n(), .groups = "drop") %>%
mutate(n = ifelse(sex == "male", n, -n))
# Create the plot
ggplot(proportion_cupid, aes(y = age_group, x = n, fill = sex)) +
geom_bar(data = subset(proportion_cupid, sex == "male"), stat = "identity") +
geom_bar(data = subset(proportion_cupid, sex == "female"), stat = "identity") +
scale_x_continuous(labels = function(x) abs(x)) +
labs(title = "Gender vs Age",
x = "users",
y = "Age Group") +
scale_fill_manual(values = c("male" = "#0494FE", "female" = "#BF40BE")) +
theme_minimal() +
theme(plot.title = element_text(hjust = 0.5),
legend.title = element_blank())
})
output$plot2 <- renderPlot({
cupid_clean <- cupid %>%
filter(!is.na(sex), !is.na(orientation))
cupid_orientation <- cupid_clean %>%
group_by(sex, orientation) %>%
summarise(count = n(), .groups = "drop") %>%
mutate(percentage = count / sum(count) * 100)
ggplot(cupid_orientation, aes(fill=orientation, y=count, x=sex)) +
geom_bar(position="stack", stat="identity") +
geom_text(aes(label=paste0(round(percentage, 1), "%")),
position=position_stack(vjust=0.5), size = 3) +
labs(x = "Gender", y = "Percentage", fill = "Sexual Orientation",
title = "Sexual Orientation by Gender") +
theme_minimal() +
theme(axis.text.y = element_blank(),
axis.ticks.y = element_blank(),
plot.background = element_rect(fill = "white"),
panel.grid = element_blank(),
legend.background = element_rect(fill = "white"))
})
output$plot3 <- renderPlot({
cupid_distribution<- cupid%>%
filter(!is.na(ethnicity)) %>%
mutate(ethnicity = as.factor(ethnicity)) %>%
separate_rows(ethnicity, sep = ", ") %>%
mutate(ethnicity = fct_infreq(ethnicity)) %>%
group_by(ethnicity) %>%
summarise(n = n(), .groups = 'drop')
treemap(cupid_distribution,
index = "ethnicity",
vSize = "n",
palette = "Set3")
})
output$table<- DT::renderDataTable({
datatable(cupid_distribution,
options= list(
searching= FALSE,
info= FALSE,
paging= FALSE
))
})
output$plot4 <- renderPlot({
cupid_clean <- cupid %>%
filter(!is.na(speaks)) %>%
mutate(num_languages = str_count(speaks, ",") + 1)
cupid_languages <- cupid_clean %>%
group_by(num_languages) %>%
summarise(count = n(), .groups = "drop") %>%
mutate(percentage = count / sum(count) * 100)
color_palette <- c("#1f77b4", "#ff7f0e", "#2ca02c", "#d62728", "#9467bd")
ggplot(cupid_languages, aes(x = "", y = percentage, fill = as.factor(num_languages))) +
geom_bar(stat = "identity") +
coord_polar("y", start=0) +
labs(x = NULL, y = NULL, fill = NULL) +
geom_text(aes(label = paste0(round(percentage, 1), "%")),
position = position_stack(vjust = 0.5), color = "white", size = 3) +
scale_fill_manual(values = color_palette)+
theme_void()
})
output$plot5 <- renderPlot({
cupid_income <- cupid %>%
filter(!is.na(education)) %>%
mutate(education = fct_infreq(education)) %>%
group_by(education) %>%
summarise(median_income = median(income, na.rm = TRUE)) %>%
drop_na(median_income) %>%
mutate(education = fct_reorder(education, median_income))
##Plot graph
ggplot(cupid_income, aes(x = education, y = median_income)) +
geom_bar(stat='identity', fill = 'skyblue') +
geom_line(group = 1, color = 'red', size = 1) + # Adding progression line
theme(axis.text.x = element_text(angle = 90, hjust = 1)) +
labs(x = "Education", y = "Median Income")
})
output$plot6 <- renderPlot({
ggplot(cupid %>%
filter(!(is.na(education)), !(education=="space"),
!(education=="ph.d"), !(education=="law"), !(education=="med")))+
geom_bar(mapping = aes(x=age, fill=education))+
coord_cartesian(xlim = c(17,70))+
labs(subtitle = "What are the education levels of the demographic?") +
scale_fill_brewer(palette = "Blues", name="Education Level")+
xlab("Age")+ylab("Number")
})
output$plot7 <- renderPlot({
cupid_weekday <- cupid %>%
mutate(weekday = wday(last_online, label = TRUE)) %>%
group_by(weekday) %>%
summarise(count = n(), .groups = "drop")
##Plot graph
ggplot(cupid_weekday, aes(x = weekday, y = count)) +
geom_point(color = "steelblue", size = 3) +
geom_line(aes(group = 1), color = "steelblue") +
scale_x_discrete(limits = c("Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun")) +
labs(x = "Day of the Week", y = "Count of Users",
title = "Distribution of Last Online Dates of Users by Day of the Week") +
theme_minimal()
})
output$map <- renderLeaflet({
leaflet(cupid_location) %>%
addTiles() %>%
addCircleMarkers(~long, ~lat, radius = ~sqrt(count)*0.5,
color = ~color,
stroke = FALSE,
fillOpacity = 0.5)
})
output$plot8 <- renderPlot({
matches_age_count <-matches_age %>%
group_by(age_group) %>%
summarise(total_matches = sum(matches))
ggplot(matches_age_count, aes(x = age_group, y = total_matches)) +
geom_bar(stat = "identity", fill = "pink") +
labs(x = "Age Group", y = "Total Matches")
})
}
# Run the application
shinyApp(ui = ui, server = server)Shiny applications not supported in static R Markdown documents
##Box 1: Total number of users in OkCupid
users<- cupid %>%
summarise(users= n_distinct(user_id))
users## users
## 1 59946##Box 2: Users divided by gender
males <- cupid %>%
filter(sex == "male") %>%
summarise(males= n())
males## males
## 1 35829females <- cupid %>%
filter(sex == "female") %>%
summarise(females= n())
females## females
## 1 24117##Box 4 :Last online connected
last_time_cupid <- cupid %>%
mutate(last_online_date = as.Date(last_online)) %>%
group_by(last_online_date) %>%
summarise(count = n(), .groups = "drop") %>%
arrange(desc(count)) %>%
top_n(1, count) %>%
distinct(last_online_date)
last_time_cupid## # A tibble: 1 × 1
## last_online_date
## <date>
## 1 2012-06-30data(us.cities)
us.cities## name country.etc pop lat long
## 1 Abilene TX TX 113888 32.45 -99.74
## 2 Akron OH OH 206634 41.08 -81.52
## 3 Alameda CA CA 70069 37.77 -122.26
## 4 Albany GA GA 75510 31.58 -84.18
## 5 Albany NY NY 93576 42.67 -73.80
## 6 Albany OR OR 45535 44.62 -123.09
## 7 Albuquerque NM NM 494962 35.12 -106.62
## 8 Alexandria LA LA 44933 31.29 -92.46
## 9 Alexandria VA VA 127159 38.82 -77.09
## 10 Alhambra CA CA 88857 34.08 -118.13
## 11 Aliso Viejo CA CA 41975 33.57 -117.73
## 12 Allen TX TX 84467 33.11 -96.67
## 13 Allentown PA PA 105224 40.60 -75.48
## 14 Aloha OR OR 45531 45.49 -122.87
## 15 Altadena CA CA 43280 34.19 -118.13
## 16 Altamonte Springs FL FL 40712 28.66 -81.40
## 17 Altoona PA PA 46442 40.51 -78.40
## 18 Amarillo TX TX 183295 35.20 -101.82
## 19 Ames IA IA 57683 42.02 -93.63
## 20 Anaheim CA CA 334909 33.84 -117.87
## 21 Anchorage AK AK 279428 61.18 -149.19
## 22 Anderson IN IN 57036 40.09 -85.69
## 23 Andover MA MA 67715 42.65 -71.14
## 24 Ann Arbor MI MI 113716 42.28 -83.73
## 25 Annandale VA VA 57942 38.83 -77.21
## 26 Annapolis MD MD 36300 38.98 -76.49
## 27 Antioch CA CA 109485 37.99 -121.80
## 28 Apple Valley CA CA 66361 34.53 -117.21
## 29 Apple Valley MN MN 51609 44.75 -93.20
## 30 Appleton WI WI 70090 44.27 -88.40
## 31 Arcadia CA CA 57429 34.13 -118.04
## 32 Arden-Arcade CA CA 99968 38.60 -121.38
## 33 Arlington Heights IL IL 74763 42.09 -87.98
## 34 Arlington MA MA 41246 42.42 -71.16
## 35 Arlington TX TX 374729 32.69 -97.13
## 36 Arlington VA VA 184603 38.88 -77.10
## 37 Arvada CO CO 101633 39.82 -105.11
## 38 Asheville NC NC 68654 35.57 -82.55
## 39 Aspen Hill MD MD 54029 39.09 -77.08
## 40 Athens-Clarke GA GA 103618 33.95 -83.39
## 41 Atlanta GA GA 424096 33.76 -84.42
## 42 Atlantic City NJ NJ 40529 39.38 -74.45
## 43 Attleboro MA MA 44690 41.93 -71.30
## 44 Auburn AL AL 51236 32.59 -85.48
## 45 Auburn WA WA 46108 47.30 -122.21
## 46 Augusta ME ME 18626 44.32 -69.77
## 47 Augusta-Richmond GA GA 192376 33.46 -81.99
## 48 Aurora CO CO 304641 39.71 -104.73
## 49 Aurora IL IL 181120 41.77 -88.29
## 50 Austin TX TX 683404 30.31 -97.75
## 51 Avondale AZ AZ 79125 33.42 -112.32
## 52 Azusa CA CA 48992 34.14 -117.91
## 53 Bakersfield CA CA 301775 35.36 -119.00
## 54 Baldwin Park CA CA 81467 34.08 -117.97
## 55 Baltimore MD MD 602658 39.30 -76.61
## 56 Barnstable Town MA MA 49598 41.70 -70.30
## 57 Bartlett TN TN 43852 35.22 -89.84
## 58 Baton Rouge LA LA 222217 30.45 -91.13
## 59 Battle Creek MI MI 54179 42.30 -85.23
## 60 Bayonne NJ NJ 59482 40.66 -74.11
## 61 Baytown TX TX 67487 29.75 -94.97
## 62 Beaumont TX TX 110949 30.09 -94.14
## 63 Beavercreek OH OH 41297 39.73 -84.06
## 64 Beaverton OR OR 83920 45.48 -122.82
## 65 Bedford TX TX 49572 32.85 -97.13
## 66 Bel Air South MD MD 50874 39.50 -76.32
## 67 Bell Gardens CA CA 46504 33.97 -118.15
## 68 Belleville IL IL 40745 38.53 -90.00
## 69 Bellevue NE NE 48894 41.16 -95.92
## 70 Bellevue WA WA 111896 47.60 -122.16
## 71 Bellflower CA CA 76437 33.89 -118.13
## 72 Bellingham WA WA 74770 48.74 -122.47
## 73 Bend OR OR 68945 44.07 -121.31
## 74 Berkeley CA CA 99653 37.87 -122.27
## 75 Berwyn IL IL 50904 41.84 -87.79
## 76 Bethesda MD MD 52217 38.99 -77.12
## 77 Bethlehem PA PA 74087 40.63 -75.37
## 78 Beverly MA MA 40441 42.56 -70.84
## 79 Billerica MA MA 40063 42.56 -71.26
## 80 Billings MT MT 101249 45.79 -108.54
## 81 Biloxi MS MS 47110 30.41 -88.93
## 82 Binghamton NY NY 45070 42.10 -75.91
## 83 Birmingham AL AL 229300 33.53 -86.80
## 84 Bismarck ND ND 56927 46.81 -100.77
## 85 Blacksburg VA VA 40303 37.23 -80.43
## 86 Blaine MN MN 56140 45.17 -93.21
## 87 Bloomfield NJ NJ 49358 40.81 -74.19
## 88 Bloomfield Township MI MI 43032 42.58 -83.27
## 89 Bloomington IL IL 71804 40.48 -88.97
## 90 Bloomington IN IN 71260 39.17 -86.52
## 91 Bloomington MN MN 80627 44.83 -93.32
## 92 Blue Springs MO MO 50116 39.02 -94.27
## 93 Boca Raton FL FL 81868 26.37 -80.11
## 94 Boise ID ID 193628 43.61 -116.23
## 95 Bolingbrook IL IL 76994 41.70 -88.08
## 96 Bonita Springs FL FL 43842 26.34 -81.79
## 97 Bossier City LA LA 60142 32.52 -93.66
## 98 Boston MA MA 567759 42.34 -71.02
## 99 Boulder CO CO 90957 40.03 -105.25
## 100 Bountiful UT UT 41622 40.88 -111.87
## 101 Bourne MA MA 48580 41.74 -70.61
## 102 Bowie MD MD 56949 38.96 -76.74
## 103 Bowling Green KY KY 51999 36.97 -86.44
## 104 Boynton Beach FL FL 67720 26.53 -80.08
## 105 Bradenton FL FL 55606 27.49 -82.58
## 106 Brandon FL FL 92728 27.93 -82.29
## 107 Brea CA CA 40349 33.92 -117.87
## 108 Bremerton WA WA 45306 47.55 -122.70
## 109 Brentwood CA CA 52747 37.93 -121.71
## 110 Brentwood NY NY 58954 40.78 -73.25
## 111 Brewster MA MA 52153 41.77 -70.08
## 112 Brick NJ NJ 82400 40.06 -74.11
## 113 Bridgeport CT CT 138901 41.19 -73.20
## 114 Bridgewater MA MA 50237 41.99 -70.97
## 115 Bristol CT CT 61166 41.68 -72.94
## 116 Brockton MA MA 94945 42.08 -71.03
## 117 Broken Arrow OK OK 86817 36.04 -95.79
## 118 Brookfield WI WI 40323 43.06 -88.12
## 119 Brookline MA MA 55862 42.32 -71.14
## 120 Brooklyn Park MN MN 67660 45.11 -93.35
## 121 Broomfield CO CO 45869 39.94 -105.06
## 122 Brownsville TX TX 174135 25.93 -97.48
## 123 Bryan TX TX 70386 30.67 -96.37
## 124 Buena Park CA CA 79388 33.86 -118.00
## 125 Buffalo Grove IL IL 43355 42.17 -87.96
## 126 Buffalo NY NY 276762 42.89 -78.86
## 127 Burbank CA CA 105515 34.19 -118.33
## 128 Burke VA VA 58270 38.78 -77.27
## 129 Burlington NC NC 47290 36.08 -79.45
## 130 Burnsville MN MN 59357 44.76 -93.28
## 131 Camarillo CA CA 63560 34.22 -119.03
## 132 Cambridge MA MA 101342 42.38 -71.12
## 133 Camden NJ NJ 80393 39.94 -75.11
## 134 Canton MI MI 89064 42.31 -83.48
## 135 Canton OH OH 77575 40.81 -81.37
## 136 Cape Coral FL FL 137134 26.64 -82.00
## 137 Carlsbad CA CA 93848 33.12 -117.29
## 138 Carmel IN IN 49188 39.97 -86.11
## 139 Carmichael CA CA 51165 38.63 -121.32
## 140 Carol City FL FL 63659 25.94 -80.27
## 141 Carol Stream IL IL 39749 41.92 -88.13
## 142 Carrollton TX TX 123154 32.99 -96.90
## 143 Carson CA CA 96933 33.84 -118.26
## 144 Carson City NV NV 58350 39.15 -119.74
## 145 Cary NC NC 106117 35.78 -78.80
## 146 Casas Adobes AZ AZ 84988 32.32 -110.99
## 147 Casper WY WY 51808 42.83 -106.33
## 148 Castle Rock CO CO 43905 39.38 -104.85
## 149 Castro Valley CA CA 63908 37.71 -122.06
## 150 Catalina Foothills AZ AZ 84369 32.30 -110.92
## 151 Cathedral City CA CA 55253 33.83 -116.46
## 152 Catonsville MD MD 43406 39.26 -76.74
## 153 Cedar Hill TX TX 46869 32.58 -96.96
## 154 Cedar Park TX TX 58499 30.51 -97.83
## 155 Cedar Rapids IA IA 123243 41.97 -91.67
## 156 Centennial CO CO 95961 39.60 -104.85
## 157 Centreville VA VA 69167 38.85 -77.44
## 158 Ceres CA CA 41223 37.60 -120.96
## 159 Cerritos CA CA 53616 33.87 -118.07
## 160 Champaign IL IL 76999 40.11 -88.26
## 161 Chandler AZ AZ 247915 33.30 -111.87
## 162 Chantilly VA VA 50103 38.88 -77.41
## 163 Chapel Hill NC NC 47613 35.93 -79.04
## 164 Charleston SC SC 106372 32.79 -79.99
## 165 Charleston WV WV 49804 38.35 -81.63
## 166 Charlotte NC NC 607111 35.20 -80.83
## 167 Chattanooga TN TN 153617 35.07 -85.26
## 168 Cheektowaga NY NY 76785 42.91 -78.75
## 169 Cherry Hill PA PA 70489 39.90 -75.00
## 170 Chesapeake VA VA 223222 36.68 -76.31
## 171 Chesterfield MO MO 47202 38.65 -90.58
## 172 Cheyenne WY WY 55833 41.15 -104.79
## 173 Chicago IL IL 2830144 41.84 -87.68
## 174 Chico CA CA 71997 39.75 -121.81
## 175 Chicopee MA MA 55222 42.18 -72.57
## 176 Chino CA CA 77147 34.01 -117.69
## 177 Chino Hills CA CA 80817 33.97 -117.75
## 178 Chula Vista CA CA 221736 32.63 -117.04
## 179 Cicero IL IL 80414 41.84 -87.76
## 180 Cincinnati OH OH 301561 39.14 -84.51
## 181 Citrus Heights CA CA 90277 38.69 -121.29
## 182 Clarksville TN TN 113379 36.56 -87.35
## 183 Clearwater FL FL 107866 27.98 -82.77
## 184 Cleveland Heights OH OH 47123 41.51 -81.56
## 185 Cleveland OH OH 443949 41.48 -81.68
## 186 Clifton NJ NJ 80446 40.86 -74.16
## 187 Clinton MI MI 100517 42.59 -82.92
## 188 Clovis CA CA 90115 36.82 -119.70
## 189 Coconut Creek FL FL 51848 26.28 -80.18
## 190 Coeur d'Alene ID ID 40270 47.70 -116.78
## 191 College Station TX TX 80627 30.60 -96.31
## 192 Colorado Springs CO CO 375744 38.86 -104.76
## 193 Colton CA CA 53281 34.06 -117.32
## 194 Columbia MD MD 97772 39.20 -76.86
## 195 Columbia MO MO 92756 38.95 -92.33
## 196 Columbia SC SC 118020 34.04 -80.89
## 197 Columbus GA GA 184900 32.51 -84.87
## 198 Columbus IN IN 39453 39.21 -85.91
## 199 Columbus OH OH 741677 39.99 -82.99
## 200 Compton CA CA 97338 33.89 -118.23
## 201 Concord CA CA 126360 37.97 -122.00
## 202 Concord NC NC 61640 35.41 -80.59
## 203 Concord NH NH 42967 43.23 -71.56
## 204 Conroe TX TX 42545 30.32 -95.47
## 205 Conway AR AR 53297 35.09 -92.45
## 206 Coon Rapids MN MN 62711 45.17 -93.31
## 207 Coppell TX TX 40487 32.96 -96.99
## 208 Coral Gables FL FL 42495 25.70 -80.26
## 209 Coral Springs FL FL 134773 26.27 -80.26
## 210 Corona CA CA 159198 33.87 -117.57
## 211 Corpus Christi TX TX 280808 27.71 -97.29
## 212 Corvallis OR OR 50932 44.57 -123.28
## 213 Costa Mesa CA CA 109357 33.67 -117.91
## 214 Council Bluffs IA IA 58834 41.24 -95.86
## 215 Country Club FL FL 58321 25.95 -80.32
## 216 Covina CA CA 49039 34.09 -117.88
## 217 Covington KY KY 41896 39.04 -84.51
## 218 Cranston RI RI 83595 41.77 -71.48
## 219 Crystal Lake IL IL 41874 42.23 -88.33
## 220 Culver City CA CA 40361 34.01 -118.40
## 221 Cupertino CA CA 50952 37.31 -122.05
## 222 Cuyahoga Falls OH OH 52223 41.17 -81.52
## 223 Cypress CA CA 47521 33.82 -118.04
## 224 Dale City VA VA 62241 38.65 -77.34
## 225 Dallas TX TX 1216543 32.79 -96.77
## 226 Daly City CA CA 98084 37.69 -122.47
## 227 Danbury CT CT 79292 41.40 -73.47
## 228 Danville CA CA 43110 37.81 -121.97
## 229 Danville VA VA 45382 36.58 -79.41
## 230 Davenport IA IA 96595 41.56 -90.60
## 231 Davie FL FL 84154 26.08 -80.29
## 232 Davis CA CA 66992 38.55 -121.74
## 233 Dayton OH OH 157607 39.78 -84.20
## 234 Daytona Beach FL FL 64735 29.19 -81.05
## 235 DeKalb IL IL 44223 41.93 -88.75
## 236 DeSoto TX TX 47179 32.60 -96.86
## 237 Dearborn Heights MI MI 55964 42.33 -83.27
## 238 Dearborn MI MI 94681 42.31 -83.21
## 239 Decatur AL AL 54717 34.57 -86.99
## 240 Decatur IL IL 77026 39.85 -88.93
## 241 Deerfield Beach FL FL 66628 26.31 -80.12
## 242 Delano CA CA 45933 35.76 -119.25
## 243 Delray Beach FL FL 66633 26.45 -80.09
## 244 Deltona FL FL 84646 28.91 -81.21
## 245 Dennis MA MA 39833 41.74 -70.20
## 246 Denton TX TX 105431 33.21 -97.13
## 247 Denver CO CO 556575 39.77 -104.87
## 248 Des Moines IA IA 192050 41.58 -93.62
## 249 Des Plaines IL IL 53601 42.03 -87.90
## 250 Detroit MI MI 871789 42.38 -83.10
## 251 Diamond Bar CA CA 59433 34.00 -117.81
## 252 Dothan AL AL 62449 31.24 -85.41
## 253 Dover DE DE 34288 39.16 -75.53
## 254 Downers Grove IL IL 49471 41.80 -88.02
## 255 Downey CA CA 112762 33.94 -118.13
## 256 Dublin CA CA 40791 37.72 -121.91
## 257 Dubuque IA IA 57027 42.50 -90.69
## 258 Duluth MN MN 84472 46.78 -92.12
## 259 Dundalk MD MD 61426 39.27 -76.50
## 260 Durham NC NC 208426 35.98 -78.91
## 261 Duxbury MA MA 44473 42.04 -70.67
## 262 Eagan MN MN 64393 44.82 -93.16
## 263 East Brunswick NJ NJ 48799 40.43 -74.42
## 264 East Hartford CT CT 50209 41.76 -72.62
## 265 East Lake FL FL 47720 27.98 -82.38
## 266 East Lansing MI MI 48618 42.74 -84.48
## 267 East Los Angeles CA CA 125121 34.03 -118.17
## 268 East Orange NJ NJ 68064 40.77 -74.21
## 269 East Providence RI RI 50750 41.80 -71.36
## 270 Eau Claire WI WI 63049 44.82 -91.49
## 271 Eden Prairie MN MN 65076 44.85 -93.46
## 272 Edina MN MN 45648 44.89 -93.36
## 273 Edinburg TX TX 63193 26.30 -98.16
## 274 Edison NJ NJ 103448 40.53 -74.37
## 275 Edmond OK OK 75061 35.67 -97.41
## 276 Edmonds WA WA 40023 47.83 -122.37
## 277 Egypt Lake-Leto FL FL 49538 28.02 -82.50
## 278 El Cajon CA CA 94767 32.80 -116.96
## 279 El Mirage AZ AZ 42234 33.60 -112.32
## 280 El Monte CA CA 127195 34.07 -118.03
## 281 El Paso TX TX 603545 31.85 -106.44
## 282 Eldersburg MD MD 41194 39.41 -76.94
## 283 Elgin IL IL 99411 42.04 -88.29
## 284 Elizabeth NJ NJ 124552 40.67 -74.19
## 285 Elk Grove CA CA 99467 38.40 -121.37
## 286 Elkhart IN IN 51198 41.69 -85.97
## 287 Ellicott City MD MD 68337 39.27 -76.83
## 288 Elmhurst IL IL 45463 41.90 -87.94
## 289 Elyria OH OH 55811 41.38 -82.11
## 290 Encinitas CA CA 62273 33.05 -117.26
## 291 Enid OK OK 45935 36.41 -97.87
## 292 Erie PA PA 98968 42.13 -80.09
## 293 Escondido CA CA 137823 33.14 -117.07
## 294 Euclid OH OH 49602 41.59 -81.52
## 295 Eugene OR OR 146483 44.05 -123.11
## 296 Euless TX TX 54705 32.85 -97.08
## 297 Evanston IL IL 75419 42.05 -87.69
## 298 Evansville IN IN 114237 37.98 -87.54
## 299 Everett WA WA 97575 47.96 -122.20
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## 316 Florence-Graham CA CA 63012 33.97 -118.24
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## 320 Fond du Lac WI WI 41787 43.77 -88.45
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## 380 Hamilton OH OH 61527 39.39 -84.56
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## 444 Kansas City KS KS 143402 39.12 -94.73
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## 460 Kokomo IN IN 46130 40.48 -86.13
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## 462 La Habra CA CA 59799 33.93 -117.95
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## 504 Lexington KY KY 274245 38.04 -84.46
## 505 Lima OH OH 39543 40.74 -84.11
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## 511 Livermore CA CA 81787 37.69 -121.76
## 512 Livonia MI MI 97722 42.40 -83.37
## 513 Lodi CA CA 64068 38.12 -121.29
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## 523 Loveland CO CO 61578 40.42 -105.07
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## 526 Lubbock TX TX 213587 33.58 -101.88
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## 528 Lynn MA MA 89786 42.47 -70.96
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## 532 MacLean VA VA 39731 38.94 -77.18
## 533 Macon GA GA 93755 32.84 -83.66
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## 535 Madison AL AL 39516 34.70 -86.75
## 536 Madison WI WI 227642 43.08 -89.39
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## 539 Manhattan KS KS 45671 39.19 -96.59
## 540 Mansfield OH OH 50010 40.76 -82.53
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## 550 Mentor OH OH 49597 41.69 -81.33
## 551 Merced CA CA 74415 37.30 -120.48
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## 570 Miramar FL FL 123116 25.98 -80.33
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## 573 Mission Viejo CA CA 97001 33.61 -117.65
## 574 Missoula MT MT 64391 46.87 -114.01
## 575 Missouri City TX TX 73529 29.57 -95.54
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## 577 Modesto CA CA 221674 37.66 -120.99
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## 585 Montpelier VT VT 8003 44.26 -72.57
## 586 Moore OK OK 48749 35.33 -97.47
## 587 Moreno Valley CA CA 174068 33.93 -117.21
## 588 Mount Pleasant SC SC 61690 32.82 -79.86
## 589 Mount Prospect IL IL 55100 42.07 -87.94
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## 593 Murfreesboro TN TN 88161 35.85 -86.39
## 594 Murray UT UT 56848 40.65 -111.89
## 595 Murrieta CA CA 97999 33.56 -117.21
## 596 Muskegon MI MI 40058 43.23 -86.26
## 597 Nampa ID ID 77893 43.58 -116.56
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## 599 Naperville IL IL 147178 41.76 -88.15
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## 601 Nashville TN TN 523547 36.17 -86.78
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## 603 New Bedford MA MA 94039 41.66 -70.94
## 604 New Braunfels TX TX 47533 29.70 -98.12
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## 606 New Brunswick NJ NJ 51044 40.49 -74.45
## 607 New Haven CT CT 125030 41.31 -72.92
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## 609 New Orleans LA LA 454207 30.07 -89.93
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## 611 New York NY NY 8124427 40.67 -73.94
## 612 Newark CA CA 43018 37.52 -122.03
## 613 Newark NJ NJ 281378 40.72 -74.17
## 614 Newark OH OH 46870 40.07 -82.42
## 615 Newport Beach CA CA 79305 33.61 -117.87
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## 627 North Fort Myers FL FL 47790 26.71 -81.89
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## 633 North Port FL FL 41919 27.05 -82.19
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## 636 Norwalk CT CT 84801 41.09 -73.42
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## 645 Odessa TX TX 91246 31.87 -102.35
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## 652 Orange CA CA 134868 33.81 -117.82
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## 658 Owensboro KY KY 54513 37.76 -87.12
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## 665 Palm Desert CA CA 50126 33.73 -116.38
## 666 Palm Harbor FL FL 65500 28.09 -82.76
## 667 Palm Springs CA CA 47434 33.78 -116.53
## 668 Palmdale CA CA 139337 34.61 -118.09
## 669 Palo Alto CA CA 56084 37.40 -122.14
## 670 Paradise NV NV 221051 36.08 -115.13
## 671 Paramount CA CA 57672 33.90 -118.16
## 672 Parker CO CO 45478 39.51 -104.76
## 673 Parkway-South Sacramento CA CA 39984 38.51 -121.45
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## 676 Pasadena CA CA 146676 34.16 -118.14
## 677 Pasadena TX TX 145351 29.66 -95.15
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## 680 Paterson NJ NJ 151523 40.91 -74.16
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## 688 Peoria IL IL 112894 40.74 -89.61
## 689 Perris CA CA 48555 33.79 -117.22
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## 691 Petaluma CA CA 55536 38.24 -122.63
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## 693 Philadelphia PA PA 1439814 40.01 -75.13
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## 702 Pittsfield MA MA 43821 42.45 -73.26
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## 705 Plano TX TX 260415 33.05 -96.75
## 706 Plantation FL FL 86330 26.13 -80.26
## 707 Pleasanton CA CA 67119 37.67 -121.89
## 708 Plymouth MA MA 133313 41.96 -70.67
## 709 Plymouth MN MN 73505 45.02 -93.46
## 710 Pocatello ID ID 50496 42.88 -112.47
## 711 Pomona CA CA 157501 34.06 -117.76
## 712 Pompano Beach FL FL 90446 26.24 -80.13
## 713 Pontiac MI MI 67952 42.65 -83.29
## 714 Port Arthur TX TX 56728 29.90 -93.93
## 715 Port Charlotte FL FL 49840 26.99 -82.11
## 716 Port Orange FL FL 55891 29.11 -81.01
## 717 Port Saint Lucie FL FL 126377 27.28 -80.35
## 718 Portage MI MI 46666 42.20 -85.59
## 719 Porterville CA CA 45703 36.06 -119.03
## 720 Portland ME ME 62882 43.66 -70.28
## 721 Portland OR OR 542751 45.54 -122.66
## 722 Portsmouth VA VA 98664 36.86 -76.36
## 723 Potomac MD MD 45119 39.03 -77.20
## 724 Poway CA CA 49943 32.99 -117.02
## 725 Prescott AZ AZ 41432 34.58 -112.45
## 726 Providence RI RI 178295 41.82 -71.42
## 727 Provo UT UT 105832 40.25 -111.64
## 728 Pueblo CO CO 104659 38.27 -104.62
## 729 Quincy IL IL 39549 39.93 -91.39
## 730 Quincy MA MA 89347 42.26 -71.01
## 731 Racine WI WI 78703 42.73 -87.81
## 732 Raleigh NC NC 350822 35.82 -78.66
## 733 Rancho Cordova CA CA 59972 38.60 -121.30
## 734 Rancho Cucamonga CA CA 177721 34.12 -117.57
## 735 Rancho Palos Verdes CA CA 42966 33.76 -118.36
## 736 Rancho Santa Margarita CA CA 52447 33.64 -117.60
## 737 Rapid City SD SD 62302 44.08 -103.23
## 738 Reading PA PA 79476 40.34 -75.93
## 739 Redan GA GA 40141 33.74 -84.16
## 740 Redding CA CA 93865 40.57 -122.36
## 741 Redford MI MI 49542 42.39 -83.29
## 742 Redlands CA CA 71605 34.06 -117.17
## 743 Redmond WA WA 47662 47.67 -122.11
## 744 Redondo Beach CA CA 68669 33.86 -118.38
## 745 Redwood City CA CA 71340 37.52 -122.21
## 746 Reno NV NV 206626 39.54 -119.82
## 747 Renton WA WA 57369 47.48 -122.20
## 748 Reston VA VA 61977 38.95 -77.35
## 749 Revere MA MA 46259 42.42 -70.99
## 750 Rialto CA CA 103423 34.11 -117.39
## 751 Richardson TX TX 107481 32.97 -96.71
## 752 Richland WA WA 46156 46.29 -119.29
## 753 Richmond CA CA 103818 37.95 -122.36
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## 1005 0# Ensure that the city names are in lowercase in both datasets
cupid$city <- tolower(cupid$city)
us.cities$name <- tolower(us.cities$name)
# Join your data with the "us.cities" dataset
cupid_location <- cupid %>%
mutate(city = paste0(city, sep= " ", "ca")) %>%
filter(state == " california") %>%
group_by(city) %>%
summarise(count = n(), .groups = "keep") %>%
left_join(us.cities, by = c("city" = "name")) %>%
na.omit()
cupid_location## # A tibble: 50 × 7
## # Groups: city [50]
## city count country.etc pop lat long capital
## <chr> <int> <chr> <int> <dbl> <dbl> <int>
## 1 alameda ca 910 CA 70069 37.8 -122. 0
## 2 arcadia ca 1 CA 57429 34.1 -118. 0
## 3 berkeley ca 4212 CA 99653 37.9 -122. 0
## 4 brea ca 1 CA 40349 33.9 -118. 0
## 5 castro valley ca 345 CA 63908 37.7 -122. 0
## 6 chico ca 1 CA 71997 39.8 -122. 0
## 7 concord ca 1 CA 126360 38.0 -122 0
## 8 costa mesa ca 1 CA 109357 33.7 -118. 0
## 9 daly city ca 681 CA 98084 37.7 -122. 0
## 10 fremont ca 90 CA 202574 37.5 -122 0
## # … with 40 more rows# Create a new column "color" based on "count"
cupid_location$color <- cut(cupid_location$count,
breaks = c(-Inf, 100, 1000, Inf),
labels = c("blue", "yellow", "red"))
# Use the "color" column to color the points
leaflet(cupid_location) %>%
addTiles() %>%
addCircleMarkers(~long, ~lat, radius = ~sqrt(count)*0.5,
color = ~color,
stroke = FALSE,
fillOpacity = 0.5)##Plot graph with information about gender vs age
proportion_cupid <- cupid%>%
mutate(age_group = cut(age, breaks = c(18, 30, 35, 40, 50, 60, Inf), labels = c("18-30", "30-35", "35-40", "40-50", "50-60", "65+"), include.lowest = TRUE)) %>%
group_by(age_group, sex) %>%
summarise(n = n(), .groups = "drop") %>%
mutate(n = ifelse(sex == "male", n, -n))
# Create the plot
ggplot(proportion_cupid, aes(y = age_group, x = n, fill = sex)) +
geom_bar(data = subset(proportion_cupid, sex == "male"), stat = "identity") +
geom_bar(data = subset(proportion_cupid, sex == "female"), stat = "identity") +
scale_x_continuous(labels = function(x) abs(x)) +
labs(title = "Gender vs Age",
x = "users",
y = "Age Group") +
scale_fill_manual(values = c("male" = "#0494FE", "female" = "#BF40BE")) +
theme_minimal() +
theme(plot.title = element_text(hjust = 0.5),
legend.title = element_blank())
##Plot graph with distribution of gender and sexual orientation
cupid_clean <- cupid %>%
filter(!is.na(sex), !is.na(orientation))
# Count the number of each orientation for each gender
cupid_orientation <- cupid_clean %>%
group_by(sex, orientation) %>%
summarise(count = n(), .groups = "drop") %>%
mutate(percentage = count / sum(count) * 100)
# Create a stacked bar chart
ggplot(cupid_orientation, aes(fill=orientation, y=count, x=sex)) +
geom_bar(position="stack", stat="identity") +
geom_text(aes(label=paste0(round(percentage, 1), "%")),
position=position_stack(vjust=0.5), size = 3) +
labs(x = "Gender", y = "Percentage", fill = "Sexual Orientation",
title = "Sexual Orientation by Gender") +
theme_minimal() +
theme(axis.text.y = element_blank(),
axis.ticks.y = element_blank(),
plot.background = element_rect(fill = "white"),
panel.grid = element_blank(),
legend.background = element_rect(fill = "white"))
##Plot graph showing how many different languages can a user speaks
cupid_clean <- cupid %>%
filter(!is.na(speaks)) %>%
mutate(num_languages = str_count(speaks, ",") + 1)
# Count the number of users who speak each number of languages
cupid_languages <- cupid_clean %>%
group_by(num_languages) %>%
summarise(count = n(), .groups = "drop") %>%
mutate(percentage = count / sum(count) * 100)
# Define color palette (more formal colors)
color_palette <- c("#1f77b4", "#ff7f0e", "#2ca02c", "#d62728", "#9467bd")
# Create a pie chart
ggplot(cupid_languages, aes(x = "", y = percentage, fill = as.factor(num_languages))) +
geom_bar(stat = "identity") +
coord_polar("y", start=0) +
labs(x = NULL, y = NULL, fill = NULL,
title = "Percentage of users speaking more than one language") +
geom_text(aes(label = paste0(round(percentage, 1), "%")),
position = position_stack(vjust = 0.5), color = "white", size = 3) +
scale_fill_manual(values = color_palette)+
theme_void()
##Make table with the top 5 spoken languages
# Separate the languages into multiple rows
cupid_languages <- cupid %>%
filter(!is.na(speaks)) %>%
separate_rows(speaks, sep = ",") %>%
mutate(speaks = str_trim(speaks))
# Count the number of speakers for each language and create a table with the top 5
top_languages <- cupid_languages %>%
count(speaks, sort = TRUE) %>%
top_n(10) %>%
select(-n)## Selecting by ntop_languages## # A tibble: 10 × 1
## speaks
## <chr>
## 1 english
## 2 spanish
## 3 french
## 4 chinese
## 5 german
## 6 japanese
## 7 italian
## 8 c++
## 9 russian
## 10 portuguese##Plot a graph between education vs age
ggplot(cupid %>%
filter(!(is.na(education)), !(education=="space"),
!(education=="ph.d"), !(education=="law"), !(education=="med")))+
geom_bar(mapping = aes(x=age, fill=education))+
coord_cartesian(xlim = c(17,70))+
labs(title="Education and Age",
subtitle = "What are the education levels of the demographic?") +
scale_fill_brewer(palette = "Blues", name="Education Level")+
xlab("Age")+ylab("Number")
## Ethnic distribution
cupid_distribution<- cupid%>%
filter(!is.na(ethnicity)) %>%
mutate(ethnicity = as.factor(ethnicity)) %>%
separate_rows(ethnicity, sep = ", ") %>%
mutate(ethnicity = fct_infreq(ethnicity)) %>%
group_by(ethnicity) %>%
summarise(n = n(), .groups = 'drop')
cupid_distribution## # A tibble: 9 × 2
## ethnicity n
## <fct> <int>
## 1 white 37882
## 2 asian 8205
## 3 hispanic / latin 5357
## 4 other 3567
## 5 black 3328
## 6 pacific islander 1473
## 7 indian 1449
## 8 native american 1265
## 9 middle eastern 950# Create the treemap
treemap(cupid_distribution,
index = "ethnicity",
vSize = "n",
title="Ethnic Distribution",
palette = "Set3")
##Median Income vs Education
cupid_income <- cupid %>%
filter(!is.na(education)) %>% # filter out NA values in education
mutate(education = fct_infreq(education)) %>%
group_by(education) %>%
summarise(median_income = median(income, na.rm = TRUE)) %>%
drop_na(median_income) %>%
mutate(education = fct_reorder(education, median_income))
# Now we can use ggplot2 to plot the income vs education
ggplot(cupid_income, aes(x = education, y = median_income)) +
geom_bar(stat='identity', fill = 'skyblue') +
geom_line(group = 1, color = 'red', size = 1) + # Adding progression line
theme(axis.text.x = element_text(angle = 90, hjust = 1)) +
labs(x = "Education", y = "Median Income", title = "Median Income vs Education")## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## Count of users who were last online on each day of the week
cupid_weekday <- cupid %>%
mutate(weekday = wday(last_online, label = TRUE)) %>%
group_by(weekday) %>%
summarise(count = n(), .groups = "drop")
# Create a scatter plot of the count of users by day of the week
ggplot(cupid_weekday, aes(x = weekday, y = count)) +
geom_point(color = "steelblue", size = 3) +
geom_line(aes(group = 1), color = "steelblue") + # Solid line
scale_x_discrete(limits = c("Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun")) +
labs(x = "Day of the Week", y = "Count of Users",
title = "Distribution of Last Online Dates of Users by Day of the Week") +
theme_minimal()
## Depending on their diet/age/body_type/pets how many matches they got
#Matches by age per user
matches_age <- cupid %>%
mutate(age_group = cut(age, breaks = c(18, 30, 35, 40, 50, 60, Inf), labels = c("18-30", "30-35", "35-40", "40-50", "50-60", "65+"), include.lowest = TRUE)) %>%
mutate(matches = case_when(
age_group == "18-30" ~ 10,
age_group == "30-35" ~ 7,
age_group == "35-40" ~ 6,
age_group == "40-50" ~ 5,
age_group == "50-60" ~ 5,
age_group == "65+" ~ 4
))%>%
select(age_group, matches)
matches_age## age_group matches
## 1 18-30 10
## 2 30-35 7
## 3 35-40 6
## 4 18-30 10
## 5 18-30 10
## 6 18-30 10
## 7 30-35 7
## 8 30-35 7
## 9 18-30 10
## 10 35-40 6
## 11 30-35 7
## 12 18-30 10
## 13 18-30 10
## 14 18-30 10
## 15 18-30 10
## 16 35-40 6
## 17 30-35 7
## 18 18-30 10
## 19 30-35 7
## 20 30-35 7
## 21 18-30 10
## 22 18-30 10
## 23 18-30 10
## 24 18-30 10
## 25 30-35 7
## 26 18-30 10
## 27 18-30 10
## 28 18-30 10
## 29 18-30 10
## 30 30-35 7
## 31 18-30 10
## 32 18-30 10
## 33 35-40 6
## 34 18-30 10
## 35 18-30 10
## 36 18-30 10
## 37 30-35 7
## 38 18-30 10
## 39 18-30 10
## 40 30-35 7
## 41 18-30 10
## 42 30-35 7
## 43 18-30 10
## 44 35-40 6
## 45 18-30 10
## 46 18-30 10
## 47 18-30 10
## 48 18-30 10
## 49 30-35 7
## 50 18-30 10
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## 52 35-40 6
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## [ reached 'max' / getOption("max.print") -- omitted 9947 rows ]age_range <- matches_age %>%
group_by(age_group) %>%
summarise(count = n()) %>%
arrange(desc(count)) %>%
slice(1) %>%
select(age_group)
age_range## # A tibble: 1 × 1
## age_group
## <fct>
## 1 18-30##Box 2: Average matches per user by age
average_matches_age <- matches_age %>%
mutate(average_matches =round(mean(matches))) %>%
distinct(average_matches)
average_matches_age## average_matches
## 1 8##Box 2: Maximum matches per user by age
max_matches_age <- matches_age %>%
mutate(max_matches =round(max(matches))) %>%
distinct(max_matches)
max_matches_age## max_matches
## 1 10##Box 2: Minimum matches per user by age
min_matches_age <- matches_age %>%
mutate(min_matches =round(min(matches))) %>%
distinct(min_matches)
min_matches_age## min_matches
## 1 4##Graph for count matches per age_group
matches_age_count <-matches_age %>%
group_by(age_group) %>%
summarise(total_matches = sum(matches))
matches_age_count ## # A tibble: 6 × 2
## age_group total_matches
## <fct> <dbl>
## 1 18-30 318900
## 2 30-35 78295
## 3 35-40 39252
## 4 40-50 33725
## 5 50-60 13090
## 6 65+ 3864# Create the bar graph
ggplot(matches_age_count, aes(x = age_group, y = total_matches)) +
geom_bar(stat = "identity", fill = "pink") +
labs(x = "Age Group", y = "Total Matches", title = "Total Matches per Age Group")
#Matches by diet per user
matches_diet <- cupid %>%
group_by(diet) %>%
mutate(matches_diet = case_when(
diet == "anything" ~ 12,
diet == "halal" ~ 9,
diet == "kosher" ~ 8,
diet == "mostly anything" ~ 4,
diet == "mostly halal" ~ 6,
diet == "mostly kosher" ~ 5,
diet == "mostly other" ~ 4,
diet == "mostly vegan" ~ 3,
diet == "mostly vegetarian" ~ 2,
TRUE ~ 1 # This line will assign a 1 to all other diets not listed above
))%>%
select(diet, matches_diet)
matches_diet## # A tibble: 59,946 × 2
## # Groups: diet [19]
## diet matches_diet
## <chr> <dbl>
## 1 strictly anything 1
## 2 mostly other 4
## 3 anything 12
## 4 vegetarian 1
## 5 <NA> 1
## 6 mostly anything 4
## 7 strictly anything 1
## 8 mostly anything 4
## 9 strictly anything 1
## 10 mostly anything 4
## # … with 59,936 more rowscupid %>%
group_by(diet) %>%
count(diet)## # A tibble: 19 × 2
## # Groups: diet [19]
## diet n
## <chr> <int>
## 1 anything 6183
## 2 halal 11
## 3 kosher 11
## 4 mostly anything 16585
## 5 mostly halal 48
## 6 mostly kosher 86
## 7 mostly other 1007
## 8 mostly vegan 338
## 9 mostly vegetarian 3444
## 10 other 331
## 11 strictly anything 5113
## 12 strictly halal 18
## 13 strictly kosher 18
## 14 strictly other 452
## 15 strictly vegan 228
## 16 strictly vegetarian 875
## 17 vegan 136
## 18 vegetarian 667
## 19 <NA> 24395